From 98fc3b82f3f16488b343948c823be997b5368cc5 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 13:44:20 -0500 Subject: [PATCH 01/28] refactor of bicep variable names to be more generic and pytest cleanup --- backend/poetry.lock | 716 ++++++------------ backend/pyproject.toml | 10 +- .../tests/unit/test_logger_blob_callbacks.py | 10 - infra/deploy.sh | 4 +- infra/main.bicep | 55 +- 5 files changed, 273 insertions(+), 522 deletions(-) diff --git a/backend/poetry.lock b/backend/poetry.lock index c7cdf554..c755299f 100644 --- a/backend/poetry.lock +++ b/backend/poetry.lock @@ -592,6 +592,7 @@ files = [ ] [package.dependencies] +tinycss2 = {version = ">=1.1.0,<1.5", optional = true, markers = "extra == \"css\""} webencodings = "*" [package.extras] @@ -824,17 +825,6 @@ files = [ [package.dependencies] colorama = {version = "*", markers = "platform_system == \"Windows\""} -[[package]] -name = "cloudpickle" -version = "3.1.0" -description = "Pickler class to extend the standard pickle.Pickler functionality" -optional = false -python-versions = ">=3.8" -files = [ - 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-[package.extras] -docs = ["Sphinx (>=4.1.2,<4.2.0)", "sphinx-rtd-theme (>=0.5.2,<0.6.0)", "sphinxcontrib-asyncio (>=0.3.0,<0.4.0)"] -test = ["Cython (>=0.29.36,<0.30.0)", "aiohttp (==3.9.0b0)", "aiohttp (>=3.8.1)", "flake8 (>=5.0,<6.0)", "mypy (>=0.800)", "psutil", "pyOpenSSL (>=23.0.0,<23.1.0)", "pycodestyle (>=2.9.0,<2.10.0)"] - [[package]] name = "virtualenv" version = "20.28.0" @@ -6425,4 +6183,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "d4e96d771f8a3a2a585eb83d1c8af67a58b4635330baf3b4bf9ce565c217c642" +content-hash = "bae0ddd74ebd3aa28bc21fb73b05b1f563cfd6aa8b032b82a7a05d4bc40555e2" diff --git a/backend/pyproject.toml b/backend/pyproject.toml index add88b82..68bb2e2f 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "graphrag-solution-accelerator" -version = "0.1.1" +version = "1.0.1" description = "" authors = [ "Josh Bradley ", @@ -10,7 +10,7 @@ authors = [ "Douglas Orbaker ", "Chris Sanchez ", "Shane Solomon ", - "Kenny Zhang " + "Kenny Zhang ", ] license = "MIT" package-mode = false @@ -45,6 +45,7 @@ attrs = ">=23.2.0" azure-core = ">=1.30.1" azure-cosmos = ">=4.5.1" azure-identity = ">=1.15.0" +azure-monitor-opentelemetry-exporter = "*" azure-search-documents = ">=11.4.0" azure-storage-blob = ">=12.19.0" datashaper = ">=0.0.46" @@ -53,13 +54,12 @@ fastapi = ">=0.110.0" fastapi-offline = ">=1.7.3" fastparquet = ">=2023.10.1" fsspec = ">=2024.2.0" -graphrag = "==0.3.3" +graphrag = "==1.0.1" graspologic = ">=3.3.0" httpx = ">=0.25.2" kubernetes = ">=29.0.0" networkx = ">=3.2.1" nltk = "*" -azure-monitor-opentelemetry-exporter = "*" opentelemetry-sdk = ">=1.27.0" pandas = ">=2.2.1" pyaml-env = ">=1.2.1" @@ -69,8 +69,8 @@ python-multipart = ">=0.0.6" requests = "*" rich = ">=13.7.1" tiktoken = ">=0.6.0" -uvicorn = ">=0.23.2" urllib3 = ">=2.2.2" +uvicorn = ">=0.23.2" [tool.ruff] target-version = "py310" diff --git a/backend/tests/unit/test_logger_blob_callbacks.py b/backend/tests/unit/test_logger_blob_callbacks.py index c1d935b2..b7e7fb26 100644 --- a/backend/tests/unit/test_logger_blob_callbacks.py +++ b/backend/tests/unit/test_logger_blob_callbacks.py @@ -44,16 +44,6 @@ def test_on_workflow_end(workflow_callbacks): assert workflow_callbacks._blob_service_client.get_blob_client().append_block.called -# def test_on_workflow_step_start(workflow_callbacks): -# workflow_callbacks.on_workflow_step_start("test_step", object()) -# assert workflow_callbacks._blob_service_client.get_blob_client().append_block.called - - -# def test_on_workflow_step_end(workflow_callbacks): -# workflow_callbacks.on_workflow_step_end("test_step", object()) -# assert workflow_callbacks._blob_service_client.get_blob_client().append_block.called - - def test_on_error(workflow_callbacks): workflow_callbacks.on_error("test_error", Exception("test_exception")) assert workflow_callbacks._blob_service_client.get_blob_client().append_block.called diff --git a/infra/deploy.sh b/infra/deploy.sh index 888c7589..d7fa847b 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -445,7 +445,7 @@ installGraphRAGHelmChart () { local cosmosEndpoint=$(jq -r .azure_cosmosdb_endpoint.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$cosmosEndpoint" "Unable to parse CosmosDB endpoint from Azure outputs, exiting..." - local graphragHostname=$(jq -r .azure_graphrag_hostname.value <<< $AZURE_OUTPUTS) + local graphragHostname=$(jq -r .azure_app_hostname.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$graphragHostname" "Unable to parse graphrag hostname from deployment outputs, exiting..." local storageAccountBlobUrl=$(jq -r .azure_storage_account_blob_url.value <<< $AZURE_OUTPUTS) @@ -559,7 +559,7 @@ deployGraphragAPI () { local apimName=$(jq -r .azure_apim_name.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$apimName" "Error parsing apim name from azure outputs, exiting..." local backendSwaggerUrl="$apimGatewayUrl/manpage/openapi.json" - local graphragUrl=$(jq -r .azure_graphrag_url.value <<< $AZURE_OUTPUTS) + local graphragUrl=$(jq -r .azure_app_url.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$graphragUrl" "Error parsing GraphRAG URL from azure outputs, exiting..." waitForGraphragBackend $backendSwaggerUrl diff --git a/infra/main.bicep b/infra/main.bicep index a312ffdf..846a90cf 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -17,14 +17,14 @@ Private Endpoints Managed Identity */ -@description('Unique name to append to each resource') -param resourceBaseName string = '' -var resourceBaseNameFinal = !empty(resourceBaseName) ? resourceBaseName : toLower(uniqueString('${subscription().id}/resourceGroups/${graphRagName}')) - @minLength(1) @maxLength(64) @description('Name of the resource group that GraphRAG will be deployed in.') -param graphRagName string +param resourceGroupName string + +@description('Unique name to append to each resource') +param resourceBaseName string = '' +var resourceBaseNameFinal = !empty(resourceBaseName) ? resourceBaseName : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroupName}')) @description('Cloud region for all resources') param location string = resourceGroup().location @@ -34,13 +34,13 @@ param deployerPrincipalId string @minLength(1) @description('Name of the publisher of the API Management instance.') -param publisherName string +param apiPublisherName string @minLength(1) @description('Email address of the publisher of the API Management instance.') -param publisherEmail string +param apiPublisherEmail string -@description('The AKS namespace the workload identity service account will be created in.') +@description('The AKS namespace to install GraphRAG in.') param aksNamespace string = 'graphrag' @description('Public key to allow access to AKS Linux nodes.') @@ -52,21 +52,25 @@ param enablePrivateEndpoints bool = true @description('Whether to restore the API Management instance.') param restoreAPIM bool = false -param acrName string = '' -param apimName string = '' +// optional parameters that will default to a generated name if not provided param apimTier string = 'Developer' +param apimName string = '' +param acrName string = '' param storageAccountName string = '' param cosmosDbName string = '' param aiSearchName string = '' -var graphRagDnsLabel = 'graphrag' -var dnsDomain = 'graphrag.io' -var graphRagHostname = '${graphRagDnsLabel}.${dnsDomain}' -var graphRagUrl = 'http://${graphRagHostname}' + var abbrs = loadJsonContent('abbreviations.json') -var tags = { 'azd-env-name': graphRagName } +var tags = { 'azd-env-name': resourceGroupName } var workloadIdentityName = '${abbrs.managedIdentityUserAssignedIdentities}${resourceBaseNameFinal}' var aksServiceAccountName = '${aksNamespace}-workload-sa' var workloadIdentitySubject = 'system:serviceaccount:${aksNamespace}:${aksServiceAccountName}' + +// endpoint configuration +var dnsDomain = 'graphrag.io' +var appHostname = 'graphrag.${dnsDomain}' +var appUrl = 'http://${appHostname}' + @description('Role definitions for various roles that will be assigned at deployment time. Learn more: https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles') var roles = { storageBlobDataContributor: resourceId( @@ -81,29 +85,28 @@ var roles = { 'Microsoft.Authorization/roleDefinitions', '8ebe5a00-799e-43f5-93ac-243d3dce84a7' // AI Search Index Data Contributor Role ) - aiSearchIndexDataReader: resourceId ( + aiSearchIndexDataReader: resourceId( 'Microsoft.Authorization/roleDefinitions', '1407120a-92aa-4202-b7e9-c0e197c71c8f' // AI Search Index Data Reader Role ) - privateDnsZoneContributor: resourceId ( + privateDnsZoneContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role ) - networkContributor: resourceId ( + networkContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', '4d97b98b-1d4f-4787-a291-c67834d212e7' // Network Contributor Role ) - cognitiveServicesOpenaiContributor: resourceId ( + cognitiveServicesOpenaiContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', 'a001fd3d-188f-4b5d-821b-7da978bf7442' // Cognitive Services OpenAI Contributor ) - acrPull: resourceId ( + acrPull: resourceId( 'Microsoft.Authorization/roleDefinitions', '7f951dda-4ed3-4680-a7ca-43fe172d538d' // ACR Pull Role ) } - module log 'core/log-analytics/log.bicep' = { name: 'log-analytics' params:{ @@ -281,8 +284,8 @@ module apim 'core/apim/apim.bicep' = { sku: apimTier skuCount: 1 // TODO expose in param for premium sku availabilityZones: [] // TODO expose in param for premium sku - publisherEmail: publisherEmail - publisherName: publisherName + publisherEmail: apiPublisherEmail + publisherName: apiPublisherName logAnalyticsWorkspaceId: log.outputs.id subnetId: vnet.properties.subnets[0].id // apim subnet } @@ -292,7 +295,7 @@ module graphragApi 'core/apim/apim.graphrag-documentation.bicep' = { name: 'graphrag-api' params: { apimname: apim.outputs.name - backendUrl: graphRagUrl + backendUrl: appUrl } } @@ -407,8 +410,8 @@ output azure_app_insights_connection_string string = apim.outputs.appInsightsCon output azure_apim_name string = apim.outputs.name output azure_apim_gateway_url string = apim.outputs.apimGatewayUrl output azure_dns_zone_name string = privateDnsZone.outputs.name -output azure_graphrag_hostname string = graphRagHostname -output azure_graphrag_url string = graphRagUrl +output azure_app_hostname string = appHostname +output azure_app_url string = appUrl output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId output azure_workload_identity_name string = workloadIdentity.outputs.name From 2b41976d88696fce039c40ccf0286f4aa032705b Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 13:45:20 -0500 Subject: [PATCH 02/28] add RBAC reader role assignment to cosmosdb bicep deployment --- infra/core/cosmosdb/cosmosdb.bicep | 25 +++++++++++++++---------- 1 file changed, 15 insertions(+), 10 deletions(-) diff --git a/infra/core/cosmosdb/cosmosdb.bicep b/infra/core/cosmosdb/cosmosdb.bicep index b64f02ae..36ede469 100644 --- a/infra/core/cosmosdb/cosmosdb.bicep +++ b/infra/core/cosmosdb/cosmosdb.bicep @@ -15,12 +15,15 @@ param publicNetworkAccess string = 'Disabled' '00000000-0000-0000-0000-000000000001' // 'Cosmos DB Built-in Data Reader' role '00000000-0000-0000-0000-000000000002' // 'Cosmos DB Built-in Data Contributor' role ]) -param roleDefinitionId string = '00000000-0000-0000-0000-000000000002' +param roleDefinitionId array = [ + '00000000-0000-0000-0000-000000000001' + '00000000-0000-0000-0000-000000000002' +] param principalId string -resource cosmosDb 'Microsoft.DocumentDB/databaseAccounts@2022-11-15' = { +resource cosmosDb 'Microsoft.DocumentDB/databaseAccounts@2024-11-15' = { name: cosmosDbName location: location tags: { @@ -165,15 +168,17 @@ resource containerStoreContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatab } } -resource sqlRoleAssignment 'Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments@2023-11-15' = { - name: guid('${roleDefinitionId}-${principalId}-${cosmosDb.id}') - parent: cosmosDb - properties: { - roleDefinitionId: '/${subscription().id}/resourceGroups/${resourceGroup().name}/providers/Microsoft.DocumentDB/databaseAccounts/${cosmosDb.name}/sqlRoleDefinitions/${roleDefinitionId}' - principalId: principalId - scope: cosmosDb.id +resource sqlRoleAssignment 'Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments@2023-11-15' = [ + for id in roleDefinitionId: { + name: guid('${id}-${principalId}-${cosmosDb.id}') + parent: cosmosDb + properties: { + roleDefinitionId: '${resourceGroup().id}/providers/Microsoft.DocumentDB/databaseAccounts/${cosmosDb.name}/sqlRoleDefinitions/${id}' + principalId: principalId + scope: cosmosDb.id + } } -} +] output name string = cosmosDb.name output id string = cosmosDb.id From 699bfa589ae4df8f3b666a2b437acfeb027d385d Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 14:11:45 -0500 Subject: [PATCH 03/28] update dependabot settings --- .github/dependabot.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/dependabot.yml b/.github/dependabot.yml index 34010525..50468762 100644 --- a/.github/dependabot.yml +++ b/.github/dependabot.yml @@ -6,6 +6,6 @@ version: 2 updates: - package-ecosystem: "pip" - directory: "/" + directory: "/backend" schedule: interval: "weekly" From ff5714af1fa59816c014cc4896b0946d874f4cf2 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 19:27:05 -0500 Subject: [PATCH 04/28] update code references to new locations in graphrag library --- backend/src/api/query.py | 6 +- backend/src/api/query_streaming.py | 8 ++- backend/src/logger/load_logger.py | 2 +- backend/src/logger/typing.py | 6 +- backend/src/typing/pipeline.py | 6 +- backend/tests/conftest.py | 7 +- .../tests/integration/test_utils_pipeline.py | 71 +++++++++++++++++++ 7 files changed, 92 insertions(+), 14 deletions(-) create mode 100644 backend/tests/integration/test_utils_pipeline.py diff --git a/backend/src/api/query.py b/backend/src/api/query.py index 134a3203..3c18cf86 100644 --- a/backend/src/api/query.py +++ b/backend/src/api/query.py @@ -16,9 +16,9 @@ APIRouter, HTTPException, ) +from graphrag.api.query import global_search, local_search from graphrag.config import create_graphrag_config from graphrag.model.types import TextEmbedder -from graphrag.query.api import global_search, local_search from graphrag.vector_stores.base import ( BaseVectorStore, VectorStoreDocument, @@ -408,9 +408,9 @@ async def local_query(request: GraphRequest): parameters.embeddings.vector_store["index_names"] = sanitized_index_names # internally write over the get_embedding_description_store # method to use the multi-index collection. - import graphrag.query.api + import graphrag.api.query - graphrag.query.api._get_embedding_description_store = ( + graphrag.api.query._get_embedding_description_store = ( _get_embedding_description_store ) # perform async search diff --git a/backend/src/api/query_streaming.py b/backend/src/api/query_streaming.py index 6b80d551..555e9ff2 100644 --- a/backend/src/api/query_streaming.py +++ b/backend/src/api/query_streaming.py @@ -13,11 +13,13 @@ HTTPException, ) from fastapi.responses import StreamingResponse -from graphrag.config import create_graphrag_config -from graphrag.query.api import ( +from graphrag.api.query import ( global_search_streaming as global_search_streaming_internal, ) -from graphrag.query.api import local_search_streaming as local_search_streaming_internal +from graphrag.api.query import ( + local_search_streaming as local_search_streaming_internal, +) +from graphrag.config import create_graphrag_config from src.api.azure_clients import AzureClientManager from src.api.common import ( diff --git a/backend/src/logger/load_logger.py b/backend/src/logger/load_logger.py index cd0383db..db326d9d 100644 --- a/backend/src/logger/load_logger.py +++ b/backend/src/logger/load_logger.py @@ -6,7 +6,7 @@ from typing import List from datashaper import WorkflowCallbacks, WorkflowCallbacksManager -from graphrag.index.reporting import FileWorkflowCallbacks +from graphrag.callbacks.file_workflow_callbacks import FileWorkflowCallbacks from src.api.azure_clients import AzureClientManager from src.logger.application_insights_workflow_callbacks import ( diff --git a/backend/src/logger/typing.py b/backend/src/logger/typing.py index 0e543847..7494bf91 100644 --- a/backend/src/logger/typing.py +++ b/backend/src/logger/typing.py @@ -5,9 +5,9 @@ from enum import Enum from typing import Literal -from graphrag.index.config import ( +from graphrag.index.config.reporting import ( PipelineReportingConfig, - reporting, + PipelineReportingConfigTypes, ) from pydantic import Field as pydantic_Field @@ -46,5 +46,5 @@ class PipelineAppInsightsReportingConfig( # add the new type to the existing PipelineReportingConfigTypes PipelineReportingConfigTypes = ( - reporting.PipelineReportingConfigTypes | PipelineAppInsightsReportingConfig + PipelineReportingConfigTypes | PipelineAppInsightsReportingConfig ) diff --git a/backend/src/typing/pipeline.py b/backend/src/typing/pipeline.py index 55ed9668..6f0bce63 100644 --- a/backend/src/typing/pipeline.py +++ b/backend/src/typing/pipeline.py @@ -4,8 +4,12 @@ from enum import Enum -class PipelineJobState(Enum): +class PipelineJobState(str, Enum): SCHEDULED = "scheduled" RUNNING = "running" FAILED = "failed" COMPLETE = "complete" + + def __repr__(self): + """Get a string representation.""" + return f'"{self.value}"' diff --git a/backend/tests/conftest.py b/backend/tests/conftest.py index b7881591..8d5f18b0 100644 --- a/backend/tests/conftest.py +++ b/backend/tests/conftest.py @@ -18,12 +18,13 @@ def blob_with_data_container_name(blob_service_client: BlobServiceClient): # create a storage container and upload some data container_name = "container-with-data" - blob_service_client.create_container(container_name) - blob_client = blob_service_client.get_blob_client(container_name, "data.txt") + sanitized_name = sanitize_name(container_name) + blob_service_client.create_container(sanitized_name) + blob_client = blob_service_client.get_blob_client(sanitized_name, "data.txt") blob_client.upload_blob(data="Hello, World!", overwrite=True) yield container_name # cleanup - blob_service_client.delete_container(container_name) + blob_service_client.delete_container(sanitized_name) @pytest.fixture(scope="session") diff --git a/backend/tests/integration/test_utils_pipeline.py b/backend/tests/integration/test_utils_pipeline.py new file mode 100644 index 00000000..a36e774d --- /dev/null +++ b/backend/tests/integration/test_utils_pipeline.py @@ -0,0 +1,71 @@ +# Copyright (c) Microsoft Corporation. +# Licensed under the MIT License. +""" +Integration tests for the PipelineJob class. +""" + +from typing import Generator + +import pytest + +from src.typing.pipeline import PipelineJobState +from src.utils.pipeline import PipelineJob + + +@pytest.fixture() +def cosmos_index_job_entry(cosmos_client) -> Generator[str, None, None]: + """Create an entry for an indexing job in the appropriate CosmosDB database and container + that graphrag expects when first scheduling an indexing job.""" + + db_client = cosmos_client.get_database_client("graphrag") + container_client = db_client.get_container_client("jobs") + synthetic_job_entry = { + "id": "testID", + "epoch_request_time": 0, + "human_readable_index_name": "test_human_readable_index_name", + "sanitized_index_name": "test_sanitized_index_name", + "human_readable_storage_name": "test_human_readable_storage_name", + "sanitized_storage_name": "test_sanitized_storage_name", + "all_workflows": ["workflow1", "workflow2"], + "completed_workflows": ["workflow1"], + "failed_workflows": ["workflow2"], + "status": PipelineJobState.COMPLETE, + "percent_complete": 50.0, + "progress": "some progress", + } + container_client.upsert_item(synthetic_job_entry) + yield synthetic_job_entry["id"] + # teardown + container_client.delete_item( + synthetic_job_entry["id"], partition_key=synthetic_job_entry["id"] + ) + + +def test_pipeline_job_interface(cosmos_index_job_entry): + pipeline_job = PipelineJob() + # test creating a new entry + pipeline_job.create_item( + id="synthetic_id", + human_readable_index_name="test_human_readable_index_name", + human_readable_storage_name="test_human_readable_storage_name", + entity_extraction_prompt="fake entity extraction prompt", + community_report_prompt="fake community report prompt", + summarize_descriptions_prompt="fake summarize descriptions prompt", + ) + assert pipeline_job.item_exist("synthetic_id") + + # test loading an existing entry + pipeline_job = pipeline_job.load_item(cosmos_index_job_entry) + assert pipeline_job.id == "testID" + assert pipeline_job.human_readable_index_name == "test_human_readable_index_name" + assert pipeline_job.sanitized_index_name == "test_sanitized_index_name" + assert ( + pipeline_job.human_readable_storage_name == "test_human_readable_storage_name" + ) + assert pipeline_job.sanitized_storage_name == "test_sanitized_storage_name" + assert pipeline_job.all_workflows == ["workflow1", "workflow2"] + assert pipeline_job.completed_workflows == ["workflow1"] + assert pipeline_job.failed_workflows == ["workflow2"] + assert pipeline_job.status == PipelineJobState.COMPLETE + assert pipeline_job.percent_complete == 50.0 + assert pipeline_job.progress == "some progress" From 0252646d16fac9a697d006c751d07f970519f13e Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 23:19:28 -0500 Subject: [PATCH 05/28] refactor variable names to be more generic and add integration tests --- backend/src/api/index_configuration.py | 46 +++++++------------ .../tests/integration/test_utils_pipeline.py | 35 ++++++++++++++ infra/deploy.sh | 6 +-- 3 files changed, 55 insertions(+), 32 deletions(-) diff --git a/backend/src/api/index_configuration.py b/backend/src/api/index_configuration.py index 43efa34e..55c24c35 100644 --- a/backend/src/api/index_configuration.py +++ b/backend/src/api/index_configuration.py @@ -3,16 +3,15 @@ import inspect import os -import shutil import traceback +import graphrag.api as api import yaml from fastapi import ( APIRouter, HTTPException, ) -from fastapi.responses import StreamingResponse -from graphrag.prompt_tune.cli import prompt_tune as generate_fine_tune_prompts +from graphrag.config.create_graphrag_config import create_graphrag_config from src.api.azure_clients import AzureClientManager from src.api.common import ( @@ -27,7 +26,7 @@ @index_configuration_route.get( "/prompts", - summary="Generate graphrag prompts from user-provided data.", + summary="Generate prompts from user-provided data.", description="Generating custom prompts from user-provided data may take several minutes to run based on the amount of data used.", ) async def generate_prompts(storage_name: str, limit: int = 5): @@ -44,29 +43,23 @@ async def generate_prompts(storage_name: str, limit: int = 5): status_code=500, detail=f"Data container '{storage_name}' does not exist.", ) + + # load pipeline configuration file (settings.yaml) for input data and other settings this_directory = os.path.dirname( os.path.abspath(inspect.getfile(inspect.currentframe())) ) - - # write custom settings.yaml to a file and store in a temporary directory data = yaml.safe_load(open(f"{this_directory}/pipeline-settings.yaml")) data["input"]["container_name"] = sanitized_storage_name - temp_dir = f"/tmp/{sanitized_storage_name}_prompt_tuning" - shutil.rmtree(temp_dir, ignore_errors=True) - os.makedirs(temp_dir, exist_ok=True) - with open(f"{temp_dir}/settings.yaml", "w") as f: - yaml.dump(data, f, default_flow_style=False) + graphrag_config = create_graphrag_config(values=data, root_dir=".") # generate prompts try: - await generate_fine_tune_prompts( - config=f"{temp_dir}/settings.yaml", - root=temp_dir, - domain="", - selection_method="random", + # NOTE: we need to call api.generate_indexing_prompts + prompts: tuple[str, str, str] = await api.generate_indexing_prompts( + config=graphrag_config, + root=".", limit=limit, - skip_entity_types=True, - output=f"{temp_dir}/prompts", + selection_method="random", ) except Exception as e: logger = LoggerSingleton().get_instance() @@ -84,14 +77,9 @@ async def generate_prompts(storage_name: str, limit: int = 5): detail=f"Error generating prompts for data in '{storage_name}'. Please try a lower limit.", ) - # zip up the generated prompt files and return the zip file - temp_archive = ( - f"{temp_dir}/prompts" # will become a zip file with the name prompts.zip - ) - shutil.make_archive(temp_archive, "zip", root_dir=temp_dir, base_dir="prompts") - - def iterfile(file_path: str): - with open(file_path, mode="rb") as file_like: - yield from file_like - - return StreamingResponse(iterfile(f"{temp_archive}.zip")) + content = { + "entity_extraction_prompt": prompts[0], + "entity_summarization_prompt": prompts[1], + "community_summarization_prompt": prompts[2], + } + return content # return a fastapi.responses.JSONResponse object diff --git a/backend/tests/integration/test_utils_pipeline.py b/backend/tests/integration/test_utils_pipeline.py index a36e774d..8cc40c97 100644 --- a/backend/tests/integration/test_utils_pipeline.py +++ b/backend/tests/integration/test_utils_pipeline.py @@ -42,7 +42,9 @@ def cosmos_index_job_entry(cosmos_client) -> Generator[str, None, None]: def test_pipeline_job_interface(cosmos_index_job_entry): + """Test the src.utils.pipeline.PipelineJob class interface.""" pipeline_job = PipelineJob() + # test creating a new entry pipeline_job.create_item( id="synthetic_id", @@ -69,3 +71,36 @@ def test_pipeline_job_interface(cosmos_index_job_entry): assert pipeline_job.status == PipelineJobState.COMPLETE assert pipeline_job.percent_complete == 50.0 assert pipeline_job.progress == "some progress" + assert pipeline_job.calculate_percent_complete() == 50.0 + + # test setters and getters + pipeline_job.id = "newID" + assert pipeline_job.id == "newID" + pipeline_job.epoch_request_time = 1 + assert pipeline_job.epoch_request_time == 1 + + pipeline_job.human_readable_index_name = "new_human_readable_index_name" + assert pipeline_job.human_readable_index_name == "new_human_readable_index_name" + pipeline_job.sanitized_index_name = "new_sanitized_index_name" + assert pipeline_job.sanitized_index_name == "new_sanitized_index_name" + + pipeline_job.human_readable_storage_name = "new_human_readable_storage_name" + assert pipeline_job.human_readable_storage_name == "new_human_readable_storage_name" + pipeline_job.sanitized_storage_name = "new_sanitized_storage_name" + assert pipeline_job.sanitized_storage_name == "new_sanitized_storage_name" + + pipeline_job.entity_extraction_prompt = "new_entity_extraction_prompt" + assert pipeline_job.entity_extraction_prompt == "new_entity_extraction_prompt" + pipeline_job.community_report_prompt = "new_community_report_prompt" + assert pipeline_job.community_report_prompt == "new_community_report_prompt" + pipeline_job.summarize_descriptions_prompt = "new_summarize_descriptions_prompt" + assert pipeline_job.summarize_descriptions_prompt == "new_summarize_descriptions_prompt" + + pipeline_job.all_workflows = ["new_workflow1", "new_workflow2", "new_workflow3"] + assert len(pipeline_job.all_workflows) == 3 + + pipeline_job.completed_workflows = ["new_workflow1", "new_workflow2"] + assert len(pipeline_job.completed_workflows) == 2 + + pipeline_job.failed_workflows = ["new_workflow3"] + assert len(pipeline_job.failed_workflows) == 1 diff --git a/infra/deploy.sh b/infra/deploy.sh index d7fa847b..56fdaf8d 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -347,12 +347,12 @@ deployAzureResources () { --resource-group $RESOURCE_GROUP \ --template-file ./main.bicep \ --parameters "resourceBaseName=$RESOURCE_BASE_NAME" \ - --parameters "graphRagName=$RESOURCE_GROUP" \ + --parameters "resourceGroupName=$RESOURCE_GROUP" \ --parameters "apimName=$APIM_NAME" \ --parameters "apimTier=$APIM_TIER" \ - --parameters "publisherName=$PUBLISHER_NAME" \ + --parameters "apiPublisherName=$PUBLISHER_NAME" \ + --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ --parameters "aksSshRsaPublicKey=$SSH_PUBLICKEY" \ - --parameters "publisherEmail=$PUBLISHER_EMAIL" \ --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \ --parameters "acrName=$CONTAINER_REGISTRY_NAME" \ --parameters "deployerPrincipalId=$deployerPrincipalId" \ From fbbad71d0b3f84632db64bbcda9c3623285d5f88 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Thu, 2 Jan 2025 23:20:01 -0500 Subject: [PATCH 06/28] add new pytests --- .../test_api_index_configuration.py | 33 +++++++++++++++++++ 1 file changed, 33 insertions(+) create mode 100644 backend/tests/integration/test_api_index_configuration.py diff --git a/backend/tests/integration/test_api_index_configuration.py b/backend/tests/integration/test_api_index_configuration.py new file mode 100644 index 00000000..384858c8 --- /dev/null +++ b/backend/tests/integration/test_api_index_configuration.py @@ -0,0 +1,33 @@ +# Copyright (c) Microsoft Corporation. +# Licensed under the MIT License. +""" +Integration tests for the /index/config API endpoints. +""" + +from unittest.mock import AsyncMock, patch + +import pytest_asyncio + + +@pytest_asyncio.fixture +def mock_generate_indexing_prompts(): + with patch( + "graphrag.api.generate_indexing_prompts", new_callable=AsyncMock + ) as mock: + mock.return_value = ( + "synthetic-prompt1", + "synthetic-prompt2", + "synthetic-prompt3", + ) + yield mock + + +def test_generate_prompts( + blob_with_data_container_name, mock_generate_indexing_prompts, client +): + """Test generating prompts.""" + response = client.get( + "/index/config/prompts", + params={"storage_name": blob_with_data_container_name}, + ) + assert response.status_code == 200 From 2f744c148a6905efe3b006adc09486a2d173bec1 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 3 Jan 2025 00:55:38 -0500 Subject: [PATCH 07/28] ruff format updates --- backend/src/api/index.py | 4 ++-- backend/tests/integration/test_utils_pipeline.py | 5 ++++- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/backend/src/api/index.py b/backend/src/api/index.py index 3fda4151..cb0af903 100644 --- a/backend/src/api/index.py +++ b/backend/src/api/index.py @@ -17,9 +17,9 @@ HTTPException, UploadFile, ) -from graphrag.config import create_graphrag_config -from graphrag.index import create_pipeline_config +from graphrag.config.create_graphrag_config import create_graphrag_config from graphrag.index.bootstrap import bootstrap +from graphrag.index.create_pipeline_config import create_pipeline_config from graphrag.index.run import run_pipeline_with_config from kubernetes import ( client as kubernetes_client, diff --git a/backend/tests/integration/test_utils_pipeline.py b/backend/tests/integration/test_utils_pipeline.py index 8cc40c97..5f0a950b 100644 --- a/backend/tests/integration/test_utils_pipeline.py +++ b/backend/tests/integration/test_utils_pipeline.py @@ -94,7 +94,10 @@ def test_pipeline_job_interface(cosmos_index_job_entry): pipeline_job.community_report_prompt = "new_community_report_prompt" assert pipeline_job.community_report_prompt == "new_community_report_prompt" pipeline_job.summarize_descriptions_prompt = "new_summarize_descriptions_prompt" - assert pipeline_job.summarize_descriptions_prompt == "new_summarize_descriptions_prompt" + assert ( + pipeline_job.summarize_descriptions_prompt + == "new_summarize_descriptions_prompt" + ) pipeline_job.all_workflows = ["new_workflow1", "new_workflow2", "new_workflow3"] assert len(pipeline_job.all_workflows) == 3 From 4e1b1ba050cf8ba4141b51102ab3d01e9b7bc677 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 3 Jan 2025 13:49:26 -0500 Subject: [PATCH 08/28] revert bicep api version changes to a working condition --- infra/core/cosmosdb/cosmosdb.bicep | 14 +++++++------- infra/deploy.sh | 6 +++--- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/infra/core/cosmosdb/cosmosdb.bicep b/infra/core/cosmosdb/cosmosdb.bicep index 36ede469..1aecdb45 100644 --- a/infra/core/cosmosdb/cosmosdb.bicep +++ b/infra/core/cosmosdb/cosmosdb.bicep @@ -82,7 +82,7 @@ resource cosmosDb 'Microsoft.DocumentDB/databaseAccounts@2024-11-15' = { } } -resource graphragDatabase 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases@2022-11-15' = { +resource graphragDatabase 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases@2024-11-15' = { parent: cosmosDb name: 'graphrag' properties: { @@ -92,7 +92,7 @@ resource graphragDatabase 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases@20 } } -resource jobsContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers@2022-11-15' = { +resource jobsContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers@2024-11-15' = { parent: graphragDatabase name: 'jobs' properties: { @@ -130,7 +130,7 @@ resource jobsContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases/conta } } -resource containerStoreContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers@2022-11-15' = { +resource containerStoreContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers@2024-11-15' = { parent: graphragDatabase name: 'container-store' properties: { @@ -168,12 +168,12 @@ resource containerStoreContainer 'Microsoft.DocumentDB/databaseAccounts/sqlDatab } } -resource sqlRoleAssignment 'Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments@2023-11-15' = [ - for id in roleDefinitionId: { - name: guid('${id}-${principalId}-${cosmosDb.id}') +resource sqlRoleAssignment 'Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments@2024-11-15' = [ + for roleId in roleDefinitionId: { + name: guid('${roleId}-${principalId}-${cosmosDb.id}') parent: cosmosDb properties: { - roleDefinitionId: '${resourceGroup().id}/providers/Microsoft.DocumentDB/databaseAccounts/${cosmosDb.name}/sqlRoleDefinitions/${id}' + roleDefinitionId: '${resourceGroup().id}/providers/Microsoft.DocumentDB/databaseAccounts/${cosmosDb.name}/sqlRoleDefinitions/${roleId}' principalId: principalId scope: cosmosDb.id } diff --git a/infra/deploy.sh b/infra/deploy.sh index 56fdaf8d..92b2be1a 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -264,11 +264,11 @@ createResourceGroupIfNotExists () { local location=$1 local rg=$2 printf "Checking if resource group $rg exists... " - az group show -n $rg -o json >/dev/null 2>&1 + az group show -n $rg -o json > /dev/null 2>&1 if [ $? -ne 0 ]; then printf "No.\n" printf "Creating resource group... " - az group create -l $location -n $rg >/dev/null 2>&1 + az group create -l $location -n $rg > /dev/null 2>&1 printf "Done.\n" else printf "Yes.\n" @@ -295,7 +295,7 @@ getAksCredentials () { local rg=$1 local aks=$2 printf "Getting AKS credentials... " - az aks get-credentials -g $rg -n $aks --overwrite-existing 2>&1 + az aks get-credentials -g $rg -n $aks --overwrite-existing > /dev/null 2>&1 exitIfCommandFailed $? "Error getting AKS credentials, exiting..." kubelogin convert-kubeconfig -l azurecli exitIfCommandFailed $? "Error logging into AKS, exiting..." From 44d78590511ca47852c3397974d8b6ae66159d03 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 3 Jan 2025 18:07:33 -0500 Subject: [PATCH 09/28] fix bad import --- backend/src/api/query_streaming.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/backend/src/api/query_streaming.py b/backend/src/api/query_streaming.py index 555e9ff2..aff7e66f 100644 --- a/backend/src/api/query_streaming.py +++ b/backend/src/api/query_streaming.py @@ -404,9 +404,9 @@ async def local_search_streaming(request: GraphRequest): parameters.embeddings.vector_store["index_names"] = sanitized_index_names # internally write over the get_embedding_description_store # method to use the multi-index collection. - import graphrag.query.api + import graphrag.api.query - graphrag.query.api._get_embedding_description_store = ( + graphrag.api.query._get_embedding_description_store = ( _get_embedding_description_store ) From 97d8b5276db97300be86f8dad45e2750d8af95ce Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 3 Jan 2025 19:25:04 -0500 Subject: [PATCH 10/28] temporary move of import statement --- backend/src/api/index.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/backend/src/api/index.py b/backend/src/api/index.py index cb0af903..91b94339 100644 --- a/backend/src/api/index.py +++ b/backend/src/api/index.py @@ -20,7 +20,6 @@ from graphrag.config.create_graphrag_config import create_graphrag_config from graphrag.index.bootstrap import bootstrap from graphrag.index.create_pipeline_config import create_pipeline_config -from graphrag.index.run import run_pipeline_with_config from kubernetes import ( client as kubernetes_client, ) @@ -251,6 +250,8 @@ async def _start_indexing_pipeline(index_name: str): # run the pipeline try: + # TODO refactor to use the new replacement for run_pipeline_with_config + from graphrag.index.run import run_pipeline_with_config async for workflow_result in run_pipeline_with_config( config_or_path=pipeline_config, callbacks=workflow_callbacks, From 3c960593ae777bb0518928c970e8f174593b5ec1 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 3 Jan 2025 19:26:37 -0500 Subject: [PATCH 11/28] update synthetic index dataset --- .../output/create_final_communities.parquet | Bin 0 -> 23204 bytes .../create_final_community_reports.parquet | Bin 219648 -> 125900 bytes .../output/create_final_covariates.parquet | Bin 0 -> 57679 bytes ...parquet => create_final_documents.parquet} | Bin 76926 -> 80543 bytes .../output/create_final_entities.parquet | Bin 42819 -> 23273 bytes .../output/create_final_nodes.parquet | Bin 0 -> 12050 bytes .../output/create_final_relationships.parquet | Bin 54169 -> 37336 bytes ...arquet => create_final_text_units.parquet} | Bin 79955 -> 103757 bytes .../data/synthetic-dataset/output/stats.json | 55 ++++++++++++++++++ 9 files changed, 55 insertions(+) create mode 100644 backend/tests/data/synthetic-dataset/output/create_final_communities.parquet create mode 100644 backend/tests/data/synthetic-dataset/output/create_final_covariates.parquet rename backend/tests/data/synthetic-dataset/output/{create_base_documents.parquet => create_final_documents.parquet} (88%) create mode 100644 backend/tests/data/synthetic-dataset/output/create_final_nodes.parquet rename backend/tests/data/synthetic-dataset/output/{create_base_text_units.parquet => create_final_text_units.parquet} (71%) create mode 100644 backend/tests/data/synthetic-dataset/output/stats.json diff --git a/backend/tests/data/synthetic-dataset/output/create_final_communities.parquet b/backend/tests/data/synthetic-dataset/output/create_final_communities.parquet new file mode 100644 index 0000000000000000000000000000000000000000..006e7d2441f5dc36bb44bdf6a647532ca43d31f8 GIT binary patch literal 23204 zcmeI44{#mFec#_B0TCdLdoOO!WN!LZIX$kNbwKnubY?aPcVKP6gj(u&_sw9v`6n^XpC3#++TQ7-I;iZWzv~T@5401O;9Y#iL z6?=t96yxTK=|utGFxnPr5eX^XeI_;{Pfg)zrFmYK@H{1y7f2nYLM1^QC*^W=A@h(K zB}p8!NMSvl`MKvy8>l!A9tV7Dhn9G6DAU@ 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zAZjGg=Ti6%^54Xd&P+ZxmzTPa4x`snFITYz$JUsh6ohu36B}C#6VR~O z&aq+$4B5zd%gJC74XIBeD}~bmJOCy zZObp~d~cTb9V#U-Ka|Z4M>o6EZJfQA^I_VynZ?h)22@1bsM@=7_QLrkzp|QD$A*T7 zo~i#|nnX5qI4^z&LH}p#Z~hw{BHxK({M4@hdBUTK`y_j~`nTT?RLAPQ)y-Ec2eKHm z!SZu@#p%_-D|@ykUjP;y>|V!_!?lsH=-ck>ieC03pRbK!`9y{1<#Me|J zjfMD~xU?|OmKIJQZ8VxwPj3D3DtHeZTEH!2mRA?&CL4=qmfLM}^VJi>Y^@wy$L>Dy!k!w^e46%NIiFEve>r?2KOF2@8;Q8PUH4cF}?|gire1>PZZB@ zg13v(CirIO6kJW)*yU3#cSNl>&z*nPug|XP`Pub_)3Yqin=2D6j@J#bT{qnFsdbCn zUp0%#h349^ll0Qux#nUxc`3=Z%<_qrMGBueJ$qTttBc(|&NVL{U8I+rD=-~*I+3aP zo@pFA9*2`liE$#4Mw&OioFW!~CmO9ZZFJWsy2CE%hR(DVH26Z>tQ>6=KX?f|Qkpnk zEZqQ4?3p;8^jpPSH^BISe=3go Date: Sat, 4 Jan 2025 02:38:59 -0500 Subject: [PATCH 12/28] refactor bicep to be cleaner and remove ssh public key generation for AKS deployment - no longer needed --- infra/core/acr/acr.bicep | 2 +- infra/core/ai-search/ai-search.bicep | 2 +- infra/core/aks/aks.bicep | 25 +++------------ infra/core/storage/storage.bicep | 2 +- infra/deploy.sh | 22 ------------- infra/main.bicep | 46 +++++++++++++--------------- 6 files changed, 29 insertions(+), 70 deletions(-) diff --git a/infra/core/acr/acr.bicep b/infra/core/acr/acr.bicep index 51e2821a..c5d9a504 100644 --- a/infra/core/acr/acr.bicep +++ b/infra/core/acr/acr.bicep @@ -30,7 +30,7 @@ resource registry 'Microsoft.ContainerRegistry/registries@2023-11-01-preview' = resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ for role in roleAssignments: { name: guid('${role.principalId}-${role.principalType}-${role.roleDefinitionId}') - scope: registry + scope: resourceGroup() properties: role } ] diff --git a/infra/core/ai-search/ai-search.bicep b/infra/core/ai-search/ai-search.bicep index 020aed3c..a02dfe53 100644 --- a/infra/core/ai-search/ai-search.bicep +++ b/infra/core/ai-search/ai-search.bicep @@ -31,7 +31,7 @@ resource aiSearch 'Microsoft.Search/searchServices@2024-03-01-preview' = { resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ for role in roleAssignments: { name: guid('${role.principalId}-${role.principalType}-${role.roleDefinitionId}') - scope: aiSearch + scope: resourceGroup() properties: role } ] diff --git a/infra/core/aks/aks.bicep b/infra/core/aks/aks.bicep index 5d817bbc..07d6e71c 100644 --- a/infra/core/aks/aks.bicep +++ b/infra/core/aks/aks.bicep @@ -43,12 +43,6 @@ param graphragVMSize string = 'standard_d8s_v5' // 8 vcpu, 32 GB memory @description('The VM size of nodes running GraphRAG indexing jobs.') param graphragIndexingVMSize string = 'standard_e8s_v5' // 8 vcpus, 64 GB memory -@description('User name for the Linux Virtual Machines.') -param linuxAdminUsername string = 'azureuser' - -@description('Configure all linux machines with the SSH RSA public key string. Your key should include three parts, for example \'ssh-rsa AAAAB...snip...UcyupgH azureuser@linuxvm\'') -param sshRSAPublicKey string - @description('Enable encryption at host') param enableEncryptionAtHost bool = false @@ -69,7 +63,7 @@ resource privateDnsZone 'Microsoft.Network/privateDnsZones@2020-06-01' existing name: privateDnsZoneName } -resource aks 'Microsoft.ContainerService/managedClusters@2024-02-01' = { +resource aks 'Microsoft.ContainerService/managedClusters@2024-09-02-preview' = { name: clusterName location: location identity: { @@ -77,6 +71,7 @@ resource aks 'Microsoft.ContainerService/managedClusters@2024-02-01' = { } properties: { enableRBAC: true + disableLocalAccounts: true dnsPrefix: !empty(dnsPrefix) ? dnsPrefix : toLower(clusterName) aadProfile: { managed: true @@ -121,16 +116,6 @@ resource aks 'Microsoft.ContainerService/managedClusters@2024-02-01' = { ] } } - linuxProfile: { - adminUsername: linuxAdminUsername - ssh: { - publicKeys: [ - { - keyData: sshRSAPublicKey - } - ] - } - } networkProfile: { serviceCidr: '10.3.0.0/16' // must not overlap with any subnet IP ranges dnsServiceIP: '10.3.0.10' // must be within the range specified in serviceCidr @@ -200,7 +185,7 @@ resource aks 'Microsoft.ContainerService/managedClusters@2024-02-01' = { } } -resource aksManagedAutoUpgradeSchedule 'Microsoft.ContainerService/managedClusters/maintenanceConfigurations@2024-03-02-preview' = { +resource aksManagedAutoUpgradeSchedule 'Microsoft.ContainerService/managedClusters/maintenanceConfigurations@2024-09-02-preview' = { parent: aks name: 'aksManagedAutoUpgradeSchedule' properties: { @@ -218,7 +203,7 @@ resource aksManagedAutoUpgradeSchedule 'Microsoft.ContainerService/managedCluste } } -resource aksManagedNodeOSUpgradeSchedule 'Microsoft.ContainerService/managedClusters/maintenanceConfigurations@2024-03-02-preview' = { +resource aksManagedNodeOSUpgradeSchedule 'Microsoft.ContainerService/managedClusters/maintenanceConfigurations@2024-09-02-preview' = { parent: aks name: 'aksManagedNodeOSUpgradeSchedule' properties: { @@ -240,7 +225,7 @@ resource aksManagedNodeOSUpgradeSchedule 'Microsoft.ContainerService/managedClus resource webAppRoutingPrivateDnsContributor 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ for role in ingressRoleAssignments: { name: guid('${role.roleDefinitionId}-${privateDnsZone.id}') - scope: privateDnsZone + scope: resourceGroup() properties: { principalId: aks.properties.ingressProfile.webAppRouting.identity.objectId principalType: role.principalType diff --git a/infra/core/storage/storage.bicep b/infra/core/storage/storage.bicep index 21099044..8f6fa031 100644 --- a/infra/core/storage/storage.bicep +++ b/infra/core/storage/storage.bicep @@ -71,7 +71,7 @@ resource storage 'Microsoft.Storage/storageAccounts@2023-01-01' = { resource storageRoleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ for role in roleAssignments: { name: guid('${role.principalId}-${role.principalType}-${role.roleDefinitionId}') - scope: storage + scope: resourceGroup() properties: role } ] diff --git a/infra/deploy.sh b/infra/deploy.sh index 92b2be1a..df324688 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -275,22 +275,6 @@ createResourceGroupIfNotExists () { fi } -createSshkeyIfNotExists () { - local rg=$1 - local keyName="aks-publickey" - printf "Checking if sshkey exists... " - local keyDetails=$(az sshkey show -g $rg --name $keyName -o json 2> /dev/null) - if [ -z "$keyDetails" ]; then - printf "No.\n" - printf "Creating sshkey... " - local keyDetails=$(az sshkey create -g $rg --name $keyName -o json) - exitIfCommandFailed $? "Error creating sshkey." - else - printf "Yes.\n" - fi - SSHKEY_DETAILS=$keyDetails -} - getAksCredentials () { local rg=$1 local aks=$2 @@ -334,8 +318,6 @@ checkForApimSoftDelete () { deployAzureResources () { echo "Deploying Azure resources..." - local SSH_PUBLICKEY=$(jq -r .publicKey <<< $SSHKEY_DETAILS) - exitIfValueEmpty "$SSH_PUBLICKEY" "Unable to read ssh publickey, exiting..." # get principal/object id of the signed in user local deployerPrincipalId=$(az ad signed-in-user show --output json | jq -r .id) exitIfValueEmpty $deployerPrincipalId "Principal ID of deployer not found" @@ -352,7 +334,6 @@ deployAzureResources () { --parameters "apimTier=$APIM_TIER" \ --parameters "apiPublisherName=$PUBLISHER_NAME" \ --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ - --parameters "aksSshRsaPublicKey=$SSH_PUBLICKEY" \ --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \ --parameters "acrName=$CONTAINER_REGISTRY_NAME" \ --parameters "deployerPrincipalId=$deployerPrincipalId" \ @@ -707,9 +688,6 @@ validateSKUs $LOCATION $VALIDATE_SKUS_FLAG # Create resource group createResourceGroupIfNotExists $LOCATION $RESOURCE_GROUP -# Generate ssh key for AKS -createSshkeyIfNotExists $RESOURCE_GROUP - # Deploy Azure resources checkForApimSoftDelete deployAzureResources diff --git a/infra/main.bicep b/infra/main.bicep index 846a90cf..4d9c2ceb 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -34,18 +34,15 @@ param deployerPrincipalId string @minLength(1) @description('Name of the publisher of the API Management instance.') -param apiPublisherName string +param apiPublisherName string = 'Microsoft' @minLength(1) @description('Email address of the publisher of the API Management instance.') -param apiPublisherEmail string +param apiPublisherEmail string = 'publisher@microsoft.com' @description('The AKS namespace to install GraphRAG in.') param aksNamespace string = 'graphrag' -@description('Public key to allow access to AKS Linux nodes.') -param aksSshRsaPublicKey string - @description('Whether to enable private endpoints.') param enablePrivateEndpoints bool = true @@ -108,7 +105,7 @@ var roles = { } module log 'core/log-analytics/log.bicep' = { - name: 'log-analytics' + name: 'log-analytics-deployment' params:{ name: '${abbrs.operationalInsightsWorkspaces}${resourceBaseNameFinal}' location: location @@ -117,7 +114,7 @@ module log 'core/log-analytics/log.bicep' = { } module nsg 'core/vnet/nsg.bicep' = { - name: 'nsg' + name: 'nsg-deployment' params: { nsgName: '${abbrs.networkNetworkSecurityGroups}${resourceBaseNameFinal}' location: location @@ -125,7 +122,7 @@ module nsg 'core/vnet/nsg.bicep' = { } resource vnet 'Microsoft.Network/virtualNetworks@2024-01-01' = { - name: '${abbrs.networkVirtualNetworks}${resourceBaseNameFinal}' + name: '${abbrs.networkVirtualNetworks}${resourceBaseNameFinal}-deployment' location: location properties: { addressSpace: { @@ -173,7 +170,7 @@ resource vnet 'Microsoft.Network/virtualNetworks@2024-01-01' = { } module acr 'core/acr/acr.bicep' = { - name: 'acr' + name: 'acr-deployment' params: { registryName: !empty(acrName) ? acrName : '${abbrs.containerRegistryRegistries}${resourceBaseNameFinal}' location: location @@ -188,14 +185,13 @@ module acr 'core/acr/acr.bicep' = { } module aks 'core/aks/aks.bicep' = { - name: 'aks' + name: 'aks-deployment' params:{ clusterName: '${abbrs.containerServiceManagedClusters}${resourceBaseNameFinal}' location: location graphragVMSize: 'standard_d8s_v5' // 8 vcpu, 32 GB memory graphragIndexingVMSize: 'standard_e8s_v5' // 8 vcpus, 64 GB memory - clusterAdmins: ['${deployerPrincipalId}'] - sshRSAPublicKey: aksSshRsaPublicKey + clusterAdmins: !empty(deployerPrincipalId) ? ['${deployerPrincipalId}'] : null logAnalyticsWorkspaceId: log.outputs.id subnetId: vnet.properties.subnets[1].id // aks subnet privateDnsZoneName: privateDnsZone.outputs.name @@ -215,7 +211,7 @@ module aks 'core/aks/aks.bicep' = { } module cosmosdb 'core/cosmosdb/cosmosdb.bicep' = { - name: 'cosmosdb' + name: 'cosmosdb-deployment' params: { cosmosDbName: !empty(cosmosDbName) ? cosmosDbName : '${abbrs.documentDBDatabaseAccounts}${resourceBaseNameFinal}' location: location @@ -225,7 +221,7 @@ module cosmosdb 'core/cosmosdb/cosmosdb.bicep' = { } module aiSearch 'core/ai-search/ai-search.bicep' = { - name: 'aisearch' + name: 'aisearch-deployment' params: { name: !empty(aiSearchName) ? aiSearchName : '${abbrs.searchSearchServices}${resourceBaseNameFinal}' location: location @@ -251,7 +247,7 @@ module aiSearch 'core/ai-search/ai-search.bicep' = { } module storage 'core/storage/storage.bicep' = { - name: 'storage' + name: 'storage-deployment' params: { name: !empty(storageAccountName) ? storageAccountName : '${abbrs.storageStorageAccounts}${replace(resourceBaseNameFinal, '-', '')}' location: location @@ -273,7 +269,7 @@ module storage 'core/storage/storage.bicep' = { } module apim 'core/apim/apim.bicep' = { - name: 'apim' + name: 'apim-deployment' params: { apiManagementName: !empty(apimName) ? apimName : '${abbrs.apiManagementService}${resourceBaseNameFinal}' restoreAPIM: restoreAPIM @@ -292,7 +288,7 @@ module apim 'core/apim/apim.bicep' = { } module graphragApi 'core/apim/apim.graphrag-documentation.bicep' = { - name: 'graphrag-api' + name: 'graphrag-api-deployment' params: { apimname: apim.outputs.name backendUrl: appUrl @@ -300,7 +296,7 @@ module graphragApi 'core/apim/apim.graphrag-documentation.bicep' = { } module workloadIdentity 'core/identity/identity.bicep' = { - name: 'workload-identity' + name: 'workload-identity-deployment' params: { name: workloadIdentityName location: location @@ -315,7 +311,7 @@ module workloadIdentity 'core/identity/identity.bicep' = { } module privateDnsZone 'core/vnet/private-dns-zone.bicep' = { - name: 'private-dns-zone' + name: 'private-dns-zone-deployment' params: { name: dnsDomain vnetNames: [ @@ -325,7 +321,7 @@ module privateDnsZone 'core/vnet/private-dns-zone.bicep' = { } module privatelinkPrivateDns 'core/vnet/privatelink-private-dns-zones.bicep' = if (enablePrivateEndpoints) { - name: 'privatelink-private-dns-zones' + name: 'privatelink-private-dns-zones-deployment' params: { linkedVnetIds: [ vnet.id @@ -334,7 +330,7 @@ module privatelinkPrivateDns 'core/vnet/privatelink-private-dns-zones.bicep' = i } module azureMonitorPrivateLinkScope 'core/monitor/private-link-scope.bicep' = if (enablePrivateEndpoints) { - name: 'azure-monitor-privatelink-scope' + name: 'azure-monitor-privatelink-scope-deployment' params: { privateLinkScopeName: 'pls-${resourceBaseNameFinal}' privateLinkScopedResources: [ @@ -345,7 +341,7 @@ module azureMonitorPrivateLinkScope 'core/monitor/private-link-scope.bicep' = if } module cosmosDbPrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePrivateEndpoints) { - name: 'cosmosDb-private-endpoint' + name: 'cosmosDb-private-endpoint-deployment' params: { privateEndpointName: '${abbrs.privateEndpoint}cosmos-${cosmosdb.outputs.name}' location: location @@ -357,7 +353,7 @@ module cosmosDbPrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePr } module blobStoragePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePrivateEndpoints) { - name: 'blob-storage-private-endpoint' + name: 'blob-storage-private-endpoint-deployment' params: { privateEndpointName: '${abbrs.privateEndpoint}blob-${storage.outputs.name}' location: location @@ -369,7 +365,7 @@ module blobStoragePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enabl } module aiSearchPrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePrivateEndpoints) { - name: 'ai-search-private-endpoint' + name: 'ai-search-private-endpoint-deployment' params: { privateEndpointName: '${abbrs.privateEndpoint}search-${aiSearch.outputs.name}' location: location @@ -381,7 +377,7 @@ module aiSearchPrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePr } module privateLinkScopePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if (enablePrivateEndpoints) { - name: 'privatelink-scope-private-endpoint' + name: 'privatelink-scope-private-endpoint-deployment' params: { privateEndpointName: '${abbrs.privateEndpoint}pls-${resourceBaseNameFinal}' location: location From 8d448f86d44903ea697a77955ee0f48b676183a4 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Sat, 4 Jan 2025 03:13:13 -0500 Subject: [PATCH 13/28] update common bicep variable name --- infra/deploy.sh | 2 +- infra/main.bicep | 8 ++++---- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/infra/deploy.sh b/infra/deploy.sh index df324688..efbece12 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -329,7 +329,7 @@ deployAzureResources () { --resource-group $RESOURCE_GROUP \ --template-file ./main.bicep \ --parameters "resourceBaseName=$RESOURCE_BASE_NAME" \ - --parameters "resourceGroupName=$RESOURCE_GROUP" \ + --parameters "resourceGroup=$RESOURCE_GROUP" \ --parameters "apimName=$APIM_NAME" \ --parameters "apimTier=$APIM_TIER" \ --parameters "apiPublisherName=$PUBLISHER_NAME" \ diff --git a/infra/main.bicep b/infra/main.bicep index 4d9c2ceb..c2e52e77 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -20,14 +20,14 @@ Managed Identity @minLength(1) @maxLength(64) @description('Name of the resource group that GraphRAG will be deployed in.') -param resourceGroupName string +param resourceGroup string @description('Unique name to append to each resource') param resourceBaseName string = '' -var resourceBaseNameFinal = !empty(resourceBaseName) ? resourceBaseName : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroupName}')) +var resourceBaseNameFinal = !empty(resourceBaseName) ? resourceBaseName : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroup}')) @description('Cloud region for all resources') -param location string = resourceGroup().location +param location string = az.resourceGroup().location @description('Principal/Object ID of the deployer. Will be used to assign admin roles to the AKS cluster.') param deployerPrincipalId string @@ -58,7 +58,7 @@ param cosmosDbName string = '' param aiSearchName string = '' var abbrs = loadJsonContent('abbreviations.json') -var tags = { 'azd-env-name': resourceGroupName } +var tags = { 'azd-env-name': resourceGroup } var workloadIdentityName = '${abbrs.managedIdentityUserAssignedIdentities}${resourceBaseNameFinal}' var aksServiceAccountName = '${aksNamespace}-workload-sa' var workloadIdentitySubject = 'system:serviceaccount:${aksNamespace}:${aksServiceAccountName}' From 863bff3c3bd8b9b307429aaf734e892c045715e9 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Mon, 6 Jan 2025 00:53:29 -0500 Subject: [PATCH 14/28] add aoai to bicep deployment --- backend/poetry.lock | 100 +++++++++++++++++++------------------ backend/pyproject.toml | 2 +- infra/core/aoai/aoai.bicep | 80 +++++++++++++++++++++++++++++ infra/deploy.sh | 14 ------ infra/main.bicep | 19 +++++++ 5 files changed, 152 insertions(+), 63 deletions(-) create mode 100644 infra/core/aoai/aoai.bicep diff --git a/backend/poetry.lock b/backend/poetry.lock index c755299f..bcef65c6 100644 --- a/backend/poetry.lock +++ b/backend/poetry.lock @@ -1903,44 +1903,48 @@ name = "graphrag" version = "1.0.1" description = "GraphRAG: A graph-based retrieval-augmented generation (RAG) system." optional = false -python-versions = "<3.13,>=3.10" -files = [ - {file = "graphrag-1.0.1-py3-none-any.whl", hash = "sha256:821f5c4017f79802ee4e97fa00582b9720ab8146b651523825cb037b978e0fd7"}, - {file = "graphrag-1.0.1.tar.gz", hash = "sha256:178da70b500fd7a85d422774a14ae45ed315f0bb61bebd28f36bccd56da45fa1"}, -] - -[package.dependencies] -aiofiles = ">=24.1.0,<25.0.0" -azure-identity = ">=1.19.0,<2.0.0" -azure-search-documents = ">=11.5.2,<12.0.0" -azure-storage-blob = ">=12.24.0,<13.0.0" -datashaper = ">=0.0.49,<0.0.50" -devtools = ">=0.12.2,<0.13.0" -environs = ">=11.0.0,<12.0.0" -fnllm = ">=0.0.10,<0.0.11" -future = ">=1.0.0,<2.0.0" -graspologic = ">=3.4.1,<4.0.0" -httpx = ">=0.28.1,<0.29.0" -json-repair = ">=0.30.3,<0.31.0" -lancedb = ">=0.17.0,<0.18.0" -matplotlib = ">=3.9.3,<4.0.0" -networkx = ">=3.4.2,<4.0.0" +python-versions = ">=3.10,<3.13" +files = [] +develop = false + +[package.dependencies] +aiofiles = "^24.1.0" +azure-cosmos = "^4.9.0" +azure-identity = "^1.19.0" +azure-search-documents = "^11.5.2" +azure-storage-blob = "^12.24.0" +devtools = "^0.12.2" +environs = "^11.0.0" +fnllm = "^0.0.10" +future = "^1.0.0" +graspologic = "^3.4.1" +httpx = "^0.28.1" +json-repair = "^0.30.3" +lancedb = "^0.17.0" +matplotlib = "^3.9.3" +networkx = "^3.4.2" nltk = "3.9.1" -numpy = ">=1.25.2,<2.0.0" -openai = ">=1.57.0,<2.0.0" -pandas = ">=2.2.3,<3.0.0" -pyaml-env = ">=1.2.1,<2.0.0" -pyarrow = ">=15.0.0,<16.0.0" -pydantic = ">=2.10.3,<3.0.0" -python-dotenv = ">=1.0.1,<2.0.0" -pyyaml = ">=6.0.2,<7.0.0" -rich = ">=13.9.4,<14.0.0" -tenacity = ">=9.0.0,<10.0.0" -tiktoken = ">=0.8.0,<0.9.0" -tqdm = ">=4.67.1,<5.0.0" -typer = ">=0.15.1,<0.16.0" -typing-extensions = ">=4.12.2,<5.0.0" -umap-learn = ">=0.5.6,<0.6.0" +numpy = "^1.25.2" +openai = "^1.57.0" +pandas = "^2.2.3" +pyaml-env = "^1.2.1" +pyarrow = "^15.0.0" +pydantic = "^2.10.3" +python-dotenv = "^1.0.1" +pyyaml = "^6.0.2" +rich = "^13.9.4" +tenacity = "^9.0.0" +tiktoken = "^0.8.0" +tqdm = "^4.67.1" +typer = "^0.15.1" +typing-extensions = "^4.12.2" +umap-learn = "^0.5.6" + +[package.source] +type = "git" +url = "https://github.com/microsoft/graphrag.git" +reference = "main" +resolved_reference = "cbb8f8788e060f53a3dbe9580eb620c648b3343d" [[package]] name = "graspologic" @@ -2980,13 +2984,13 @@ files = [ [[package]] name = "marshmallow" -version = "3.23.2" +version = "3.23.3" description = "A lightweight library for converting complex datatypes to and from native Python datatypes." optional = false python-versions = ">=3.9" files = [ - {file = "marshmallow-3.23.2-py3-none-any.whl", hash = "sha256:bcaf2d6fd74fb1459f8450e85d994997ad3e70036452cbfa4ab685acb19479b3"}, - {file = "marshmallow-3.23.2.tar.gz", hash = "sha256:c448ac6455ca4d794773f00bae22c2f351d62d739929f761dce5eacb5c468d7f"}, + {file = "marshmallow-3.23.3-py3-none-any.whl", hash = "sha256:20c0f8c613f68bcb45b2a0d3282e2f172575560170bf220d67aafb42717910e4"}, + {file = "marshmallow-3.23.3.tar.gz", hash = "sha256:d586c8685ebdb80bf754e1f96e3f305aaf30951f1fc69175b977453633467e76"}, ] [package.dependencies] @@ -2994,7 +2998,7 @@ packaging = ">=17.0" [package.extras] dev = ["marshmallow[tests]", "pre-commit (>=3.5,<5.0)", "tox"] -docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)", "sphinx-version-warning (==1.1.2)"] +docs = ["alabaster (==1.0.0)", "autodocsumm (==0.2.14)", "sphinx (==8.1.3)", "sphinx-issues (==5.0.0)"] tests = ["pytest", "simplejson"] [[package]] @@ -3545,13 +3549,13 @@ signedtoken = ["cryptography (>=3.0.0)", "pyjwt (>=2.0.0,<3)"] [[package]] name = "openai" -version = "1.58.1" +version = "1.59.3" description = "The official Python library for the openai API" optional = false python-versions = ">=3.8" files = [ - {file = "openai-1.58.1-py3-none-any.whl", hash = "sha256:e2910b1170a6b7f88ef491ac3a42c387f08bd3db533411f7ee391d166571d63c"}, - {file = "openai-1.58.1.tar.gz", hash = "sha256:f5a035fd01e141fc743f4b0e02c41ca49be8fab0866d3b67f5f29b4f4d3c0973"}, + {file = "openai-1.59.3-py3-none-any.whl", hash = "sha256:b041887a0d8f3e70d1fc6ffbb2bf7661c3b9a2f3e806c04bf42f572b9ac7bc37"}, + {file = "openai-1.59.3.tar.gz", hash = "sha256:7f7fff9d8729968588edf1524e73266e8593bb6cab09298340efb755755bb66f"}, ] [package.dependencies] @@ -5899,13 +5903,13 @@ standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", [[package]] name = "virtualenv" -version = "20.28.0" +version = "20.28.1" description = "Virtual Python Environment builder" optional = false python-versions = ">=3.8" files = [ - {file = "virtualenv-20.28.0-py3-none-any.whl", hash = "sha256:23eae1b4516ecd610481eda647f3a7c09aea295055337331bb4e6892ecce47b0"}, - {file = "virtualenv-20.28.0.tar.gz", hash = "sha256:2c9c3262bb8e7b87ea801d715fae4495e6032450c71d2309be9550e7364049aa"}, + {file = "virtualenv-20.28.1-py3-none-any.whl", hash = "sha256:412773c85d4dab0409b83ec36f7a6499e72eaf08c80e81e9576bca61831c71cb"}, + {file = "virtualenv-20.28.1.tar.gz", hash = "sha256:5d34ab240fdb5d21549b76f9e8ff3af28252f5499fb6d6f031adac4e5a8c5329"}, ] [package.dependencies] @@ -6183,4 +6187,4 @@ type = ["pytest-mypy"] [metadata] lock-version = "2.0" python-versions = "~3.10" -content-hash = "bae0ddd74ebd3aa28bc21fb73b05b1f563cfd6aa8b032b82a7a05d4bc40555e2" +content-hash = "c573abfd1adb4d94a371b59107776a1bbb1799b732e18147e1ae2ebdee597796" diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 68bb2e2f..cd313427 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -54,7 +54,7 @@ fastapi = ">=0.110.0" fastapi-offline = ">=1.7.3" fastparquet = ">=2023.10.1" fsspec = ">=2024.2.0" -graphrag = "==1.0.1" +graphrag = {git = "https://github.com/microsoft/graphrag.git", branch = "main"} graspologic = ">=3.3.0" httpx = ">=0.25.2" kubernetes = ">=29.0.0" diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep new file mode 100644 index 00000000..f1104f7c --- /dev/null +++ b/infra/core/aoai/aoai.bicep @@ -0,0 +1,80 @@ +@description('Name of the Azure OpenAI instance') +param openAiName string = 'openai${uniqueString(resourceGroup().id)}' + +@description('Location for the Azure OpenAI instance') +param location string = resourceGroup().location + +@description('LLM model deployment name') +param llmModelDeploymentName string = 'gpt-4o' + +@description('Embedding model deployment name') +param embeddingModelDeploymentName string = 'text-embedding-ada-002' + +@description('TPM quota for GPT-4o deployment') +param gpt4oTpm int = 10 + +@description('TPM quota for text-embedding-ada-002 deployment') +param textEmbeddingAdaTpm int = 10 + +@description('Array of objects with fields principalId, roleDefinitionId') +param roleAssignments array = [] + + +resource aoai 'Microsoft.CognitiveServices/accounts@2024-10-01' = { + name: openAiName + location: location + sku: { + name: 'S0' + } + kind: 'OpenAI' + properties: { + publicNetworkAccess: 'Enabled' + disableLocalAuth: true + } +} + +resource gpt4oDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { + parent: aoai + name: llmModelDeploymentName + sku: { + name: 'GlobalStandard' + capacity: gpt4oTpm + } + properties: { + model: { + format: 'OpenAI' + name: 'gpt-4o' + version: '2024-05-13' + } + currentCapacity: gpt4oTpm + } +} + +resource textEmbeddingAdaDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { + parent: aoai + name: embeddingModelDeploymentName + sku: { + name: 'Standard' + capacity: textEmbeddingAdaTpm + } + properties: { + model: { + format: 'OpenAI' + name: 'text-embedding-ada-002' + version: '2' + } + currentCapacity: textEmbeddingAdaTpm + } +} + +resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ + for role in roleAssignments: { + name: guid('${role.principalId}-${role.roleDefinitionId}') + scope: resourceGroup() + properties: role + } +] + +output openAiEndpoint string = aoai.properties.endpoint +output gpt4oDeploymentName string = gpt4oDeployment.name +output textEmbeddingAdaDeploymentName string = textEmbeddingAdaDeployment.name diff --git a/infra/deploy.sh b/infra/deploy.sh index efbece12..8e770b3f 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -344,7 +344,6 @@ deployAzureResources () { AZURE_OUTPUTS=$(jq -r .properties.outputs <<< $AZURE_DEPLOY_RESULTS) exitIfCommandFailed $? "Error parsing outputs from Azure deployment..." exitIfValueEmpty "$AZURE_OUTPUTS" "Error parsing outputs from Azure deployment..." - assignAOAIRoleToManagedIdentity } validateSKUs() { @@ -396,19 +395,6 @@ checkSKUQuotas() { printf "Done.\n" } -assignAOAIRoleToManagedIdentity() { - printf "Assigning 'Cognitive Services OpenAI Contributor' role to managed identity... " - local servicePrincipalId=$(jq -r .azure_workload_identity_principal_id.value <<< $AZURE_OUTPUTS) - exitIfValueEmpty "$servicePrincipalId" "Unable to parse service principal id from azure outputs, exiting..." - local scope=$(az cognitiveservices account list --query "[?contains(properties.endpoint, '$GRAPHRAG_API_BASE')] | [0].id" -o tsv) - az role assignment create --only-show-errors \ - --role "Cognitive Services OpenAI Contributor" \ - --assignee "$servicePrincipalId" \ - --scope "$scope" > /dev/null 2>&1 - exitIfCommandFailed $? "Error assigning role to service principal, exiting..." - printf "Done.\n" -} - installGraphRAGHelmChart () { echo "Deploying graphrag helm chart... " local workloadId=$(jq -r .azure_workload_identity_client_id.value <<< $AZURE_OUTPUTS) diff --git a/infra/main.bicep b/infra/main.bicep index c2e52e77..b674ce18 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -169,6 +169,25 @@ resource vnet 'Microsoft.Network/virtualNetworks@2024-01-01' = { } } +module aoai 'core/aoai/aoai.bicep' = { + name: 'aoai-deployment' + params: { + openAiName: '${abbrs.cognitiveServicesAccounts}${resourceBaseNameFinal}' + location: location + llmModelDeploymentName: 'gpt-4o-${uniqueString(resourceBaseNameFinal)}' + gpt4oTpm: 10 + embeddingModelDeploymentName: 'text-embedding-ada-002-${uniqueString(resourceBaseNameFinal)}' + textEmbeddingAdaTpm: 10 + roleAssignments: [ + { + principalId: workloadIdentity.outputs.principalId + roleDefinitionId: roles.cognitiveServicesOpenaiContributor + principalType: 'ServicePrincipal' + } + ] + } +} + module acr 'core/acr/acr.bicep' = { name: 'acr-deployment' params: { From f068846a5c7ecdf5aac184595f43d4412b657722 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Mon, 6 Jan 2025 02:03:09 -0500 Subject: [PATCH 15/28] cleanup bicep variable names --- infra/core/aoai/aoai.bicep | 8 ++++++-- infra/deploy.sh | 31 +++++++++++++++++++------------ infra/main.bicep | 37 +++++++++++++++++++++++++++++-------- 3 files changed, 54 insertions(+), 22 deletions(-) diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index f1104f7c..e99b582b 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -76,5 +76,9 @@ resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ ] output openAiEndpoint string = aoai.properties.endpoint -output gpt4oDeploymentName string = gpt4oDeployment.name -output textEmbeddingAdaDeploymentName string = textEmbeddingAdaDeployment.name +output llmModel string = gpt4oDeployment.properties.model.name +output llmModelDeploymentName string = gpt4oDeployment.name +output llmModelApiVersion string = gpt4oDeployment.apiVersion +output textEmbeddingModel string = textEmbeddingAdaDeployment.properties.model.name +output textEmbeddingModelDeploymentName string = textEmbeddingAdaDeployment.name +output textEmbeddingModelApiVersion string = textEmbeddingAdaDeployment.apiVersion diff --git a/infra/deploy.sh b/infra/deploy.sh index 8e770b3f..4d1e6b19 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -17,7 +17,6 @@ PUBLISHER_EMAIL="" PUBLISHER_NAME="" RESOURCE_BASE_NAME="" REPORTERS="" -GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT="" CONTAINER_REGISTRY_NAME="" requiredParams=( @@ -244,10 +243,6 @@ populateOptionalParams () { REPORTERS="blob,console,app_insights" printf "\tsetting REPORTERS=blob,console,app_insights\n" fi - if [ -z "$GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT" ]; then - GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT="https://cognitiveservices.azure.com/.default" - printf "\tsetting GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT=$GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT\n" - fi if [ -z "$GRAPHRAG_IMAGE" ]; then GRAPHRAG_IMAGE="graphrag:backend" printf "\tsetting GRAPHRAG_IMAGE=$GRAPHRAG_IMAGE\n" @@ -426,6 +421,19 @@ installGraphRAGHelmChart () { exitIfValueEmpty "$graphragImageName" "Unable to parse graphrag image name, exiting..." exitIfValueEmpty "$graphragImageVersion" "Unable to parse graphrag image version, exiting..." + local graphragApiBase=$(jq -r .azure_aoai_endpoint.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragApiBase" "Unable to parse AOAI endpoint from deployment outputs, exiting..." + local graphragApiVersion=$(jq -r .azure_aoai_llm_model_api_version.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragApiVersion" "Unable to parse AOAI model api version from deployment outputs, exiting..." + local graphragLlmModel=$(jq -r .azure_aoai_llm_model.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragLlmModel" "Unable to parse LLM model name from deployment outputs, exiting..." + local graphragLlmModelDeployment=$(jq -r .azure_aoai_llm_model_deployment_name.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragLlmModelDeployment" "Unable to parse LLM model deployment name from deployment outputs, exiting..." + local graphragEmbeddingModel=$(jq -r .azure_aoai_embedding_model.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragEmbeddingModel" "Unable to parse embedding model name from deployment outputs, exiting..." + local graphragEmbeddingModelDeployment=$(jq -r .azure_aoai_embedding_model_deployment_name.value <<< $AZURE_OUTPUTS) + exitIfValueEmpty "$graphragEmbeddingModelDeployment" "Unable to parse embedding model deployment name from deployment outputs, exiting..." + local escapedReporters=$(sed "s/,/\\\,/g" <<< "$REPORTERS") reset_x=true if ! [ -o xtrace ]; then @@ -445,13 +453,12 @@ installGraphRAGHelmChart () { --set "graphragConfig.AI_SEARCH_URL=https://$aiSearchName.$AISEARCH_ENDPOINT_SUFFIX" \ --set "graphragConfig.AI_SEARCH_AUDIENCE=$AISEARCH_AUDIENCE" \ --set "graphragConfig.COSMOS_URI_ENDPOINT=$cosmosEndpoint" \ - --set "graphragConfig.GRAPHRAG_API_BASE=$GRAPHRAG_API_BASE" \ - --set "graphragConfig.GRAPHRAG_API_VERSION=$GRAPHRAG_API_VERSION" \ - --set "graphragConfig.GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT=$GRAPHRAG_COGNITIVE_SERVICES_ENDPOINT" \ - --set "graphragConfig.GRAPHRAG_LLM_MODEL=$GRAPHRAG_LLM_MODEL" \ - --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$GRAPHRAG_LLM_DEPLOYMENT_NAME" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$GRAPHRAG_EMBEDDING_MODEL" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME" \ + --set "graphragConfig.GRAPHRAG_API_BASE=$graphragApiBase" \ + --set "graphragConfig.GRAPHRAG_API_VERSION=$graphragApiVersion" \ + --set "graphragConfig.GRAPHRAG_LLM_MODEL=$graphragLlmModel" \ + --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$graphragLlmModelDeployment" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$graphragEmbeddingModel" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$graphragEmbeddingModelDeployment" \ --set "graphragConfig.REPORTERS=$escapedReporters" \ --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$storageAccountBlobUrl" diff --git a/infra/main.bicep b/infra/main.bicep index b674ce18..7dcd9e67 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -196,8 +196,8 @@ module acr 'core/acr/acr.bicep' = { roleAssignments: [ { principalId: aks.outputs.kubeletPrincipalId - principalType: 'ServicePrincipal' roleDefinitionId: roles.acrPull + principalType: 'ServicePrincipal' } ] } @@ -248,18 +248,18 @@ module aiSearch 'core/ai-search/ai-search.bicep' = { roleAssignments: [ { principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' roleDefinitionId: roles.aiSearchContributor + principalType: 'ServicePrincipal' } { principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' roleDefinitionId: roles.aiSearchIndexDataContributor + principalType: 'ServicePrincipal' } { principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' roleDefinitionId: roles.aiSearchIndexDataReader + principalType: 'ServicePrincipal' } ] } @@ -275,8 +275,8 @@ module storage 'core/storage/storage.bicep' = { roleAssignments: [ { principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' roleDefinitionId: roles.storageBlobDataContributor + principalType: 'ServicePrincipal' } ] deleteRetentionPolicy: { @@ -407,29 +407,50 @@ module privateLinkScopePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if ( } } + output azure_location string = location + output azure_tenant_id string = tenant().tenantId + output azure_ai_search_name string = aiSearch.outputs.name + output azure_acr_login_server string = acr.outputs.loginServer output azure_acr_name string = acr.outputs.name + +output azure_aoai_endpoint string = aoai.outputs.openAiEndpoint +output azure_aoai_llm_model string = aoai.outputs.llmModel +output azure_aoai_llm_model_deployment_name string = aoai.outputs.llmModelDeploymentName +output azure_aoai_llm_model_api_version string = aoai.outputs.llmModelApiVersion +output azure_aoai_embedding_model string = aoai.outputs.textEmbeddingModel +output azure_aoai_embedding_model_deployment_name string = aoai.outputs.textEmbeddingModelDeploymentName +output azure_aoai_embedding_model_api_version string = aoai.outputs.textEmbeddingModelApiVersion + output azure_aks_name string = aks.outputs.name output azure_aks_controlplanefqdn string = aks.outputs.controlPlaneFqdn output azure_aks_managed_rg string = aks.outputs.managedResourceGroup output azure_aks_service_account_name string = aksServiceAccountName + +output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId +output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId +output azure_workload_identity_name string = workloadIdentity.outputs.name + output azure_storage_account string = storage.outputs.name output azure_storage_account_blob_url string = storage.outputs.primaryEndpoints.blob + output azure_cosmosdb_endpoint string = cosmosdb.outputs.endpoint output azure_cosmosdb_name string = cosmosdb.outputs.name output azure_cosmosdb_id string = cosmosdb.outputs.id + output azure_app_insights_connection_string string = apim.outputs.appInsightsConnectionString + output azure_apim_name string = apim.outputs.name output azure_apim_gateway_url string = apim.outputs.apimGatewayUrl + output azure_dns_zone_name string = privateDnsZone.outputs.name + output azure_app_hostname string = appHostname output azure_app_url string = appUrl -output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId -output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId -output azure_workload_identity_name string = workloadIdentity.outputs.name + output azure_private_dns_zones array = enablePrivateEndpoints ? union( privatelinkPrivateDns.outputs.privateDnsZones, [privateDnsZone.outputs.name] From 743d587d94611d1cb001e4eb9c74aa0c130b45ba Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Mon, 6 Jan 2025 02:35:41 -0500 Subject: [PATCH 16/28] cleanup optional parameters and define default values in helm chart --- infra/deploy.sh | 14 -------------- infra/helm/graphrag/values.yaml | 2 +- 2 files changed, 1 insertion(+), 15 deletions(-) diff --git a/infra/deploy.sh b/infra/deploy.sh index 4d1e6b19..e39bca20 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -16,17 +16,10 @@ GRAPHRAG_IMAGE="" PUBLISHER_EMAIL="" PUBLISHER_NAME="" RESOURCE_BASE_NAME="" -REPORTERS="" CONTAINER_REGISTRY_NAME="" requiredParams=( LOCATION - GRAPHRAG_API_BASE - GRAPHRAG_API_VERSION - GRAPHRAG_LLM_MODEL - GRAPHRAG_LLM_DEPLOYMENT_NAME - GRAPHRAG_EMBEDDING_MODEL - GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME RESOURCE_GROUP ) @@ -239,10 +232,6 @@ populateOptionalParams () { if [ ! -z "$RESOURCE_BASE_NAME" ]; then printf "\tsetting RESOURCE_BASE_NAME=$RESOURCE_BASE_NAME\n" fi - if [ -z "$REPORTERS" ]; then - REPORTERS="blob,console,app_insights" - printf "\tsetting REPORTERS=blob,console,app_insights\n" - fi if [ -z "$GRAPHRAG_IMAGE" ]; then GRAPHRAG_IMAGE="graphrag:backend" printf "\tsetting GRAPHRAG_IMAGE=$GRAPHRAG_IMAGE\n" @@ -434,7 +423,6 @@ installGraphRAGHelmChart () { local graphragEmbeddingModelDeployment=$(jq -r .azure_aoai_embedding_model_deployment_name.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$graphragEmbeddingModelDeployment" "Unable to parse embedding model deployment name from deployment outputs, exiting..." - local escapedReporters=$(sed "s/,/\\\,/g" <<< "$REPORTERS") reset_x=true if ! [ -o xtrace ]; then set -x @@ -451,7 +439,6 @@ installGraphRAGHelmChart () { --set "ingress.host=$graphragHostname" \ --set "graphragConfig.APP_INSIGHTS_CONNECTION_STRING=$appInsightsConnectionString" \ --set "graphragConfig.AI_SEARCH_URL=https://$aiSearchName.$AISEARCH_ENDPOINT_SUFFIX" \ - --set "graphragConfig.AI_SEARCH_AUDIENCE=$AISEARCH_AUDIENCE" \ --set "graphragConfig.COSMOS_URI_ENDPOINT=$cosmosEndpoint" \ --set "graphragConfig.GRAPHRAG_API_BASE=$graphragApiBase" \ --set "graphragConfig.GRAPHRAG_API_VERSION=$graphragApiVersion" \ @@ -459,7 +446,6 @@ installGraphRAGHelmChart () { --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$graphragLlmModelDeployment" \ --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$graphragEmbeddingModel" \ --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$graphragEmbeddingModelDeployment" \ - --set "graphragConfig.REPORTERS=$escapedReporters" \ --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$storageAccountBlobUrl" local helmResult=$? diff --git a/infra/helm/graphrag/values.yaml b/infra/helm/graphrag/values.yaml index 6ccdeddf..53d38a08 100644 --- a/infra/helm/graphrag/values.yaml +++ b/infra/helm/graphrag/values.yaml @@ -30,7 +30,7 @@ ingress: service.beta.kubernetes.io/azure-load-balancer-internal: "true" graphragConfig: - AI_SEARCH_AUDIENCE: "" + AI_SEARCH_AUDIENCE: "https://search.azure.com" AI_SEARCH_URL: "" APP_INSIGHTS_CONNECTION_STRING: "" COSMOS_URI_ENDPOINT: "" From b6153f35247791d63c2aaa3dea100a674e080bcf Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Mon, 6 Jan 2025 19:20:45 -0500 Subject: [PATCH 17/28] auto-format bicep code --- infra/core/ai-search/ai-search.bicep | 2 +- infra/core/aks/aks.bicep | 6 +++--- infra/core/aoai/aoai.bicep | 1 - infra/core/cosmosdb/cosmosdb.bicep | 3 +-- infra/core/identity/identity.bicep | 1 - infra/core/log-analytics/log.bicep | 1 - infra/core/monitor/private-link-scope.bicep | 1 - infra/core/storage/storage.bicep | 7 +++---- infra/core/vnet/private-dns-vnet-link.bicep | 1 - infra/core/vnet/private-dns-zone-a-record.bicep | 1 - infra/core/vnet/private-dns-zone.bicep | 1 - infra/core/vnet/private-endpoint.bicep | 1 - infra/core/vnet/privatelink-private-dns-zones.bicep | 8 ++++++-- infra/core/vnet/vnet-dns-link.bicep | 1 - 14 files changed, 14 insertions(+), 21 deletions(-) diff --git a/infra/core/ai-search/ai-search.bicep b/infra/core/ai-search/ai-search.bicep index a02dfe53..2d51c6ed 100644 --- a/infra/core/ai-search/ai-search.bicep +++ b/infra/core/ai-search/ai-search.bicep @@ -10,7 +10,7 @@ param location string = resourceGroup().location @description('Array of objects with fields principalId, principalType, roleDefinitionId') param roleAssignments array = [] -@allowed([ 'enabled', 'disabled' ]) +@allowed(['enabled', 'disabled']) param publicNetworkAccess string = 'enabled' resource aiSearch 'Microsoft.Search/searchServices@2024-03-01-preview' = { diff --git a/infra/core/aks/aks.bicep b/infra/core/aks/aks.bicep index 07d6e71c..14ebfb3a 100644 --- a/infra/core/aks/aks.bicep +++ b/infra/core/aks/aks.bicep @@ -117,9 +117,9 @@ resource aks 'Microsoft.ContainerService/managedClusters@2024-09-02-preview' = { } } networkProfile: { - serviceCidr: '10.3.0.0/16' // must not overlap with any subnet IP ranges - dnsServiceIP: '10.3.0.10' // must be within the range specified in serviceCidr - podCidr: '10.244.0.0/16' // IP range from which to assign pod IPs + serviceCidr: '10.3.0.0/16' // must not overlap with any subnet IP ranges + dnsServiceIP: '10.3.0.10' // must be within the range specified in serviceCidr + podCidr: '10.244.0.0/16' // IP range from which to assign pod IPs } autoUpgradeProfile: autoUpgradeProfile oidcIssuerProfile: { diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index e99b582b..37f3f94b 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -19,7 +19,6 @@ param textEmbeddingAdaTpm int = 10 @description('Array of objects with fields principalId, roleDefinitionId') param roleAssignments array = [] - resource aoai 'Microsoft.CognitiveServices/accounts@2024-10-01' = { name: openAiName location: location diff --git a/infra/core/cosmosdb/cosmosdb.bicep b/infra/core/cosmosdb/cosmosdb.bicep index 1aecdb45..ef8782ff 100644 --- a/infra/core/cosmosdb/cosmosdb.bicep +++ b/infra/core/cosmosdb/cosmosdb.bicep @@ -7,7 +7,7 @@ param cosmosDbName string @description('The location of the CosmosDB resource.') param location string = resourceGroup().location -@allowed([ 'Enabled', 'Disabled' ]) +@allowed(['Enabled', 'Disabled']) param publicNetworkAccess string = 'Disabled' @description('Role definition id to assign to the principal. Learn more: https://learn.microsoft.com/en-us/azure/cosmos-db/how-to-setup-rbac') @@ -22,7 +22,6 @@ param roleDefinitionId array = [ param principalId string - resource cosmosDb 'Microsoft.DocumentDB/databaseAccounts@2024-11-15' = { name: cosmosDbName location: location diff --git a/infra/core/identity/identity.bicep b/infra/core/identity/identity.bicep index b6f8e56a..0cb0fb57 100644 --- a/infra/core/identity/identity.bicep +++ b/infra/core/identity/identity.bicep @@ -10,7 +10,6 @@ param location string = resourceGroup().location @description('federated name: FederatedIdentityCredentialProperties. See https://learn.microsoft.com/en-us/azure/templates/microsoft.managedidentity/userassignedidentities/federatedidentitycredentials?pivots=deployment-language-bicep#federatedidentitycredentialproperties') param federatedCredentials object = {} - resource identity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = { name: name location: location diff --git a/infra/core/log-analytics/log.bicep b/infra/core/log-analytics/log.bicep index cd33261a..0c85dbfa 100644 --- a/infra/core/log-analytics/log.bicep +++ b/infra/core/log-analytics/log.bicep @@ -10,7 +10,6 @@ param location string = resourceGroup().location @description('The public network access for ingestion.') param publicNetworkAccessForIngestion string = 'Disabled' - resource logAnalyticsWorkspace 'Microsoft.OperationalInsights/workspaces@2022-10-01' = { name: name location: location diff --git a/infra/core/monitor/private-link-scope.bicep b/infra/core/monitor/private-link-scope.bicep index 54e18c17..76050c8e 100644 --- a/infra/core/monitor/private-link-scope.bicep +++ b/infra/core/monitor/private-link-scope.bicep @@ -6,7 +6,6 @@ param privateLinkScopedResources array = [] param queryAccessMode string = 'Open' param ingestionAccessMode string = 'PrivateOnly' - resource privateLinkScope 'microsoft.insights/privateLinkScopes@2021-07-01-preview' = { name: privateLinkScopeName location: 'global' diff --git a/infra/core/storage/storage.bicep b/infra/core/storage/storage.bicep index 8f6fa031..aa578b98 100644 --- a/infra/core/storage/storage.bicep +++ b/infra/core/storage/storage.bicep @@ -7,13 +7,13 @@ param name string @description('The location of the Storage Account resource.') param location string = resourceGroup().location -@allowed([ 'Hot', 'Cool', 'Premium' ]) +@allowed(['Hot', 'Cool', 'Premium']) param accessTier string = 'Hot' -@allowed([ 'AzureDnsZone', 'Standard' ]) +@allowed(['AzureDnsZone', 'Standard']) param dnsEndpointType string = 'Standard' -@allowed([ 'Enabled', 'Disabled' ]) +@allowed(['Enabled', 'Disabled']) param publicNetworkAccess string = 'Disabled' @description('Array of objects with fields principalId, principalType, roleDefinitionId') @@ -29,7 +29,6 @@ param kind string = 'StorageV2' param minimumTlsVersion string = 'TLS1_2' param containers array = [] - resource storage 'Microsoft.Storage/storageAccounts@2023-01-01' = { name: name location: location diff --git a/infra/core/vnet/private-dns-vnet-link.bicep b/infra/core/vnet/private-dns-vnet-link.bicep index fcd29d00..9546a86f 100644 --- a/infra/core/vnet/private-dns-vnet-link.bicep +++ b/infra/core/vnet/private-dns-vnet-link.bicep @@ -5,7 +5,6 @@ param vnetId string param privateDnsZoneName string var vnet_id_hash = uniqueString(vnetId) - resource dnsZone 'Microsoft.Network/privateDnsZones@2020-06-01' = { name: privateDnsZoneName location: 'global' diff --git a/infra/core/vnet/private-dns-zone-a-record.bicep b/infra/core/vnet/private-dns-zone-a-record.bicep index c1e1739e..04356590 100644 --- a/infra/core/vnet/private-dns-zone-a-record.bicep +++ b/infra/core/vnet/private-dns-zone-a-record.bicep @@ -13,7 +13,6 @@ param ttl int = 900 @description('The IP address') param ipv4Address string - resource dnsZone 'Microsoft.Network/privateDnsZones@2020-06-01' existing = { name: dnsZoneName } diff --git a/infra/core/vnet/private-dns-zone.bicep b/infra/core/vnet/private-dns-zone.bicep index 35d7f525..431c1015 100644 --- a/infra/core/vnet/private-dns-zone.bicep +++ b/infra/core/vnet/private-dns-zone.bicep @@ -7,7 +7,6 @@ param name string @description('The name of the virtual networks the DNS zone should be associated with.') param vnetNames string[] - resource dnsZone 'Microsoft.Network/privateDnsZones@2020-06-01' = { name: name location: 'global' diff --git a/infra/core/vnet/private-endpoint.bicep b/infra/core/vnet/private-endpoint.bicep index 0d0eb32c..6d7b6c02 100644 --- a/infra/core/vnet/private-endpoint.bicep +++ b/infra/core/vnet/private-endpoint.bicep @@ -14,7 +14,6 @@ param privateEndpointName string param groupId string param location string = resourceGroup().location - resource privateEndpoint 'Microsoft.Network/privateEndpoints@2021-05-01' = { name: privateEndpointName location: location diff --git a/infra/core/vnet/privatelink-private-dns-zones.bicep b/infra/core/vnet/privatelink-private-dns-zones.bicep index a6c57f1a..89f15e21 100644 --- a/infra/core/vnet/privatelink-private-dns-zones.bicep +++ b/infra/core/vnet/privatelink-private-dns-zones.bicep @@ -11,8 +11,12 @@ var storagePrivateDnsZoneNames = [blobStoragePrivateDnsZoneName] var privateDnsZoneData = loadJsonContent('private-dns-zone-groups.json') var cloudName = toLower(environment().name) var azureMonitorPrivateDnsZones = privateDnsZoneData[cloudName].azureMonitor -var privateDnsZones = union(azureMonitorPrivateDnsZones, storagePrivateDnsZoneNames, [cosmosDbPrivateDnsZoneName], [aiSearchPrivateDnsZoneName]) - +var privateDnsZones = union( + azureMonitorPrivateDnsZones, + storagePrivateDnsZoneNames, + [cosmosDbPrivateDnsZoneName], + [aiSearchPrivateDnsZoneName] +) resource privateDnsZoneResources 'Microsoft.Network/privateDnsZones@2020-06-01' = [ for name in privateDnsZones: { diff --git a/infra/core/vnet/vnet-dns-link.bicep b/infra/core/vnet/vnet-dns-link.bicep index 27448b8e..5ce16f1e 100644 --- a/infra/core/vnet/vnet-dns-link.bicep +++ b/infra/core/vnet/vnet-dns-link.bicep @@ -4,7 +4,6 @@ param privateDnsZoneName string param vnetIds array - resource privateDnsZone 'Microsoft.Network/privateDnsZones@2020-06-01' existing = { name: privateDnsZoneName } From 5f78d37879812834304e8a95104f2b650c57f142 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Mon, 6 Jan 2025 19:31:10 -0500 Subject: [PATCH 18/28] auto format code --- infra/main.bicep | 56 ++++++++++++++++++++++++++---------------------- 1 file changed, 30 insertions(+), 26 deletions(-) diff --git a/infra/main.bicep b/infra/main.bicep index 7dcd9e67..ea734847 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -24,7 +24,9 @@ param resourceGroup string @description('Unique name to append to each resource') param resourceBaseName string = '' -var resourceBaseNameFinal = !empty(resourceBaseName) ? resourceBaseName : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroup}')) +var resourceBaseNameFinal = !empty(resourceBaseName) + ? resourceBaseName + : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroup}')) @description('Cloud region for all resources') param location string = az.resourceGroup().location @@ -76,37 +78,37 @@ var roles = { ) aiSearchContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - 'b24988ac-6180-42a0-ab88-20f7382dd24c' // AI Search Contributor Role + 'b24988ac-6180-42a0-ab88-20f7382dd24c' // AI Search Contributor Role ) aiSearchIndexDataContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - '8ebe5a00-799e-43f5-93ac-243d3dce84a7' // AI Search Index Data Contributor Role + '8ebe5a00-799e-43f5-93ac-243d3dce84a7' // AI Search Index Data Contributor Role ) aiSearchIndexDataReader: resourceId( 'Microsoft.Authorization/roleDefinitions', - '1407120a-92aa-4202-b7e9-c0e197c71c8f' // AI Search Index Data Reader Role + '1407120a-92aa-4202-b7e9-c0e197c71c8f' // AI Search Index Data Reader Role ) privateDnsZoneContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role + 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role ) networkContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - '4d97b98b-1d4f-4787-a291-c67834d212e7' // Network Contributor Role + '4d97b98b-1d4f-4787-a291-c67834d212e7' // Network Contributor Role ) cognitiveServicesOpenaiContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - 'a001fd3d-188f-4b5d-821b-7da978bf7442' // Cognitive Services OpenAI Contributor + 'a001fd3d-188f-4b5d-821b-7da978bf7442' // Cognitive Services OpenAI Contributor ) acrPull: resourceId( 'Microsoft.Authorization/roleDefinitions', - '7f951dda-4ed3-4680-a7ca-43fe172d538d' // ACR Pull Role + '7f951dda-4ed3-4680-a7ca-43fe172d538d' // ACR Pull Role ) } module log 'core/log-analytics/log.bicep' = { name: 'log-analytics-deployment' - params:{ + params: { name: '${abbrs.operationalInsightsWorkspaces}${resourceBaseNameFinal}' location: location publicNetworkAccessForIngestion: enablePrivateEndpoints ? 'Disabled' : 'Enabled' @@ -138,14 +140,16 @@ resource vnet 'Microsoft.Network/virtualNetworks@2024-01-01' = { networkSecurityGroup: { id: nsg.outputs.id } - delegations: (apimTier=='Developer') ? [] : [ - { - name: 'Microsoft.Web/serverFarms' - properties: { - serviceName: 'Microsoft.Web/serverFarms' - } - } - ] + delegations: (apimTier == 'Developer') + ? [] + : [ + { + name: 'Microsoft.Web/serverFarms' + properties: { + serviceName: 'Microsoft.Web/serverFarms' + } + } + ] } } { @@ -205,11 +209,11 @@ module acr 'core/acr/acr.bicep' = { module aks 'core/aks/aks.bicep' = { name: 'aks-deployment' - params:{ + params: { clusterName: '${abbrs.containerServiceManagedClusters}${resourceBaseNameFinal}' location: location - graphragVMSize: 'standard_d8s_v5' // 8 vcpu, 32 GB memory - graphragIndexingVMSize: 'standard_e8s_v5' // 8 vcpus, 64 GB memory + graphragVMSize: 'standard_d8s_v5' // 8 vcpu, 32 GB memory + graphragIndexingVMSize: 'standard_e8s_v5' // 8 vcpus, 64 GB memory clusterAdmins: !empty(deployerPrincipalId) ? ['${deployerPrincipalId}'] : null logAnalyticsWorkspaceId: log.outputs.id subnetId: vnet.properties.subnets[1].id // aks subnet @@ -268,7 +272,9 @@ module aiSearch 'core/ai-search/ai-search.bicep' = { module storage 'core/storage/storage.bicep' = { name: 'storage-deployment' params: { - name: !empty(storageAccountName) ? storageAccountName : '${abbrs.storageStorageAccounts}${replace(resourceBaseNameFinal, '-', '')}' + name: !empty(storageAccountName) + ? storageAccountName + : '${abbrs.storageStorageAccounts}${replace(resourceBaseNameFinal, '-', '')}' location: location publicNetworkAccess: enablePrivateEndpoints ? 'Disabled' : 'Enabled' tags: tags @@ -407,7 +413,6 @@ module privateLinkScopePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if ( } } - output azure_location string = location output azure_tenant_id string = tenant().tenantId @@ -451,7 +456,6 @@ output azure_dns_zone_name string = privateDnsZone.outputs.name output azure_app_hostname string = appHostname output azure_app_url string = appUrl -output azure_private_dns_zones array = enablePrivateEndpoints ? union( - privatelinkPrivateDns.outputs.privateDnsZones, - [privateDnsZone.outputs.name] -) : [] +output azure_private_dns_zones array = enablePrivateEndpoints + ? union(privatelinkPrivateDns.outputs.privateDnsZones, [privateDnsZone.outputs.name]) + : [] From bc24bfad1c56f2638c13142e0d699576e7f5a561 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Tue, 7 Jan 2025 01:20:33 -0500 Subject: [PATCH 19/28] fix aoai deployment issue --- infra/README.md | 17 +++++++++++++++++ infra/core/aoai/aoai.bicep | 2 ++ infra/deploy.sh | 4 ---- infra/main.bicep | 19 ++++++++----------- 4 files changed, 27 insertions(+), 15 deletions(-) create mode 100644 infra/README.md diff --git a/infra/README.md b/infra/README.md new file mode 100644 index 00000000..50ec49f7 --- /dev/null +++ b/infra/README.md @@ -0,0 +1,17 @@ +# Managed App Instructions + +This guide is a temporary document that walks through the progress made so far to convert the graphrag solution accelerator to a managed app. + +1. Auto format the bicep code + +```bash +find . -type f -name "*.bicep" -exec az bicep format --file {} \; +``` + +2. Convert bicep -> ARM +```bash +az bicep build --file main.bicep --outfile managed-app/mainTemplate.json +``` + +3. Test the Portal Interface +Use the [Azure Portal Sandbox](https://portal.azure.com/#blade/Microsoft_Azure_CreateUIDef/SandboxBlade) to test and make any UI changes in `managed-app/createUiDefinition.json`. To make additional changes to the Azure portal experience, start by reading some [documentation](https://learn.microsoft.com/en-us/azure/azure-resource-manager/managed-applications/create-uidefinition-overview) and copying the contents of `createUiDefinition.json` into the sandbox environment. diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index 37f3f94b..a8a8fd0a 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -52,6 +52,8 @@ resource gpt4oDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024- resource textEmbeddingAdaDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { parent: aoai name: embeddingModelDeploymentName + // NOTE: simultaneous model deployments are not supported at this time. As a workaround, use dependsOn to force the models to be deployed in a sequential manner. + dependsOn: [gpt4oDeployment] sku: { name: 'Standard' capacity: textEmbeddingAdaTpm diff --git a/infra/deploy.sh b/infra/deploy.sh index e39bca20..9882b92f 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -302,9 +302,6 @@ checkForApimSoftDelete () { deployAzureResources () { echo "Deploying Azure resources..." - # get principal/object id of the signed in user - local deployerPrincipalId=$(az ad signed-in-user show --output json | jq -r .id) - exitIfValueEmpty $deployerPrincipalId "Principal ID of deployer not found" local datetime="`date +%Y-%m-%d_%H-%M-%S`" local deployName="graphrag-deploy-$datetime" echo "Deployment name: $deployName" @@ -320,7 +317,6 @@ deployAzureResources () { --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \ --parameters "acrName=$CONTAINER_REGISTRY_NAME" \ - --parameters "deployerPrincipalId=$deployerPrincipalId" \ --output json) # errors in deployment may not be caught by exitIfCommandFailed function so we also check the output for errors exitIfCommandFailed $? "Error deploying Azure resources..." diff --git a/infra/main.bicep b/infra/main.bicep index ea734847..bfc0b76b 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -31,9 +31,6 @@ var resourceBaseNameFinal = !empty(resourceBaseName) @description('Cloud region for all resources') param location string = az.resourceGroup().location -@description('Principal/Object ID of the deployer. Will be used to assign admin roles to the AKS cluster.') -param deployerPrincipalId string - @minLength(1) @description('Name of the publisher of the API Management instance.') param apiPublisherName string = 'Microsoft' @@ -52,7 +49,7 @@ param enablePrivateEndpoints bool = true param restoreAPIM bool = false // optional parameters that will default to a generated name if not provided -param apimTier string = 'Developer' +param apimTier string = 'StandardV2' param apimName string = '' param acrName string = '' param storageAccountName string = '' @@ -185,8 +182,8 @@ module aoai 'core/aoai/aoai.bicep' = { roleAssignments: [ { principalId: workloadIdentity.outputs.principalId - roleDefinitionId: roles.cognitiveServicesOpenaiContributor principalType: 'ServicePrincipal' + roleDefinitionId: roles.cognitiveServicesOpenaiContributor } ] } @@ -200,8 +197,8 @@ module acr 'core/acr/acr.bicep' = { roleAssignments: [ { principalId: aks.outputs.kubeletPrincipalId - roleDefinitionId: roles.acrPull principalType: 'ServicePrincipal' + roleDefinitionId: roles.acrPull } ] } @@ -214,7 +211,7 @@ module aks 'core/aks/aks.bicep' = { location: location graphragVMSize: 'standard_d8s_v5' // 8 vcpu, 32 GB memory graphragIndexingVMSize: 'standard_e8s_v5' // 8 vcpus, 64 GB memory - clusterAdmins: !empty(deployerPrincipalId) ? ['${deployerPrincipalId}'] : null + clusterAdmins: null logAnalyticsWorkspaceId: log.outputs.id subnetId: vnet.properties.subnets[1].id // aks subnet privateDnsZoneName: privateDnsZone.outputs.name @@ -252,18 +249,18 @@ module aiSearch 'core/ai-search/ai-search.bicep' = { roleAssignments: [ { principalId: workloadIdentity.outputs.principalId - roleDefinitionId: roles.aiSearchContributor principalType: 'ServicePrincipal' + roleDefinitionId: roles.aiSearchContributor } { principalId: workloadIdentity.outputs.principalId - roleDefinitionId: roles.aiSearchIndexDataContributor principalType: 'ServicePrincipal' + roleDefinitionId: roles.aiSearchIndexDataContributor } { principalId: workloadIdentity.outputs.principalId - roleDefinitionId: roles.aiSearchIndexDataReader principalType: 'ServicePrincipal' + roleDefinitionId: roles.aiSearchIndexDataReader } ] } @@ -281,8 +278,8 @@ module storage 'core/storage/storage.bicep' = { roleAssignments: [ { principalId: workloadIdentity.outputs.principalId - roleDefinitionId: roles.storageBlobDataContributor principalType: 'ServicePrincipal' + roleDefinitionId: roles.storageBlobDataContributor } ] deleteRetentionPolicy: { From ca0c4890adfdb4cb7fb66410d8ca0fa05bc18bc3 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Wed, 8 Jan 2025 11:38:03 -0500 Subject: [PATCH 20/28] working version of a managed app --- infra/README.md | 34 ++++- infra/core/aoai/aoai.bicep | 60 ++++---- infra/deploy.sh | 2 - infra/main.bicep | 62 +++++--- infra/managed-app/createUiDefinition.json | 176 ++++++++++++++++++++++ 5 files changed, 279 insertions(+), 55 deletions(-) create mode 100644 infra/managed-app/createUiDefinition.json diff --git a/infra/README.md b/infra/README.md index 50ec49f7..afd958fe 100644 --- a/infra/README.md +++ b/infra/README.md @@ -1,17 +1,41 @@ # Managed App Instructions -This guide is a temporary document that walks through the progress made so far to convert the graphrag solution accelerator to a managed app. +This guide is a temporary document that walks through the process to convert the graphrag solution accelerator to a managed app. -1. Auto format the bicep code +### 1. Auto format the bicep code + +As a precaution, start by auto-formating and linting the bicep code to detect any mistakes early-on. ```bash +cd /infra find . -type f -name "*.bicep" -exec az bicep format --file {} \; +find . -type f -name "*.bicep" -exec az bicep lint --file {} \; ``` -2. Convert bicep -> ARM +### 2. Convert bicep -> ARM ```bash az bicep build --file main.bicep --outfile managed-app/mainTemplate.json ``` -3. Test the Portal Interface -Use the [Azure Portal Sandbox](https://portal.azure.com/#blade/Microsoft_Azure_CreateUIDef/SandboxBlade) to test and make any UI changes in `managed-app/createUiDefinition.json`. To make additional changes to the Azure portal experience, start by reading some [documentation](https://learn.microsoft.com/en-us/azure/azure-resource-manager/managed-applications/create-uidefinition-overview) and copying the contents of `createUiDefinition.json` into the sandbox environment. +### 3. Create & test the Azure portal interface + +Use the [Azure Portal Sandbox](https://portal.azure.com/#blade/Microsoft_Azure_CreateUIDef/SandboxBlade) to test and make any UI changes that are defined in [createUiDefinition.json](createUiDefinition.json). To make additional changes to the Azure portal experience, start by reading some [documentation](https://learn.microsoft.com/en-us/azure/azure-resource-manager/managed-applications/create-uidefinition-overview) and copying the contents of `createUiDefinition.json` into the sandbox environment. + +### 4. Package up the managed app code + +The name of the final two files (`mainTemplate.json` and `createUiDefinition.json`) cannot be changed. The file names are also case-sensitive and cannot be changed at this time. Managed apps require these files to be packaged up into a zip file (where the json files must be at the root directory). + +```bash +cd /infra/managed-app +zip -rj managed-app.zip . +``` + +This zip file can then be uploaded to an Azure Storage location when setting up a [Service Catalog Managed Application Definition](https://ms.portal.azure.com/#view/Microsoft_Azure_Marketplace/GalleryItemDetailsBladeNopdl/id/Microsoft.ApplianceDefinition/selectionMode~/false/resourceGroupId//resourceGroupLocation//dontDiscardJourney~/false/selectedMenuId/home/launchingContext~/%7B%22galleryItemId%22%3A%22Microsoft.ApplianceDefinition%22%2C%22source%22%3A%5B%22GalleryFeaturedMenuItemPart%22%2C%22VirtualizedTileDetails%22%5D%2C%22menuItemId%22%3A%22home%22%2C%22subMenuItemId%22%3A%22Search%20results%22%2C%22telemetryId%22%3A%2220409084-39a1-4800-bbce-d0b26a6f46a4%22%7D/searchTelemetryId/d7d20e05-ca16-47f7-bed5-9c7b8d2fa641). + +### 5. Create the Service Catalog Managed App Definition + +In the Azure Portal, go to Marketplace and create a `Service Catalog Managed App Definition`. You must provide a uri link to the uploaded `managed-app.zip` file as part of the creation process. + +### 6. Deploy the managed app + +In the Azure Portal, find and click on the managed app definition resource that was created in the previous step. A button option to `Deploy from definition` will be available. Click on it and proceed through the setup steps (defined by the `createUiDefinitions.json` file) that a consumer would experience when installing the managed app. diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index a8a8fd0a..b5b1b1e8 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -4,17 +4,23 @@ param openAiName string = 'openai${uniqueString(resourceGroup().id)}' @description('Location for the Azure OpenAI instance') param location string = resourceGroup().location -@description('LLM model deployment name') -param llmModelDeploymentName string = 'gpt-4o' +@description('LLM model name') +param llmModelName string = 'gpt-4o' -@description('Embedding model deployment name') -param embeddingModelDeploymentName string = 'text-embedding-ada-002' +@description('LLM Model API version') +param llmModelVersion string -@description('TPM quota for GPT-4o deployment') -param gpt4oTpm int = 10 +@description('Embedding model name') +param embeddingModelName string = 'text-embedding-ada-002' -@description('TPM quota for text-embedding-ada-002 deployment') -param textEmbeddingAdaTpm int = 10 +@description('Embedding Model API version') +param embeddingModelVersion string + +@description('TPM quota for llm model deployment (x1000)') +param llmTpmQuota int = 10 + +@description('TPM quota for embedding model deployment (x1000)') +param embeddingTpmQuota int = 10 @description('Array of objects with fields principalId, roleDefinitionId') param roleAssignments array = [] @@ -32,39 +38,39 @@ resource aoai 'Microsoft.CognitiveServices/accounts@2024-10-01' = { } } -resource gpt4oDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { +resource llmDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { parent: aoai - name: llmModelDeploymentName + name: llmModelName sku: { name: 'GlobalStandard' - capacity: gpt4oTpm + capacity: llmTpmQuota } properties: { model: { format: 'OpenAI' - name: 'gpt-4o' - version: '2024-05-13' + name: llmModelName + version: llmModelVersion } - currentCapacity: gpt4oTpm + currentCapacity: llmTpmQuota } } -resource textEmbeddingAdaDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { +resource embeddingDeployment 'Microsoft.CognitiveServices/accounts/deployments@2024-10-01' = { parent: aoai - name: embeddingModelDeploymentName + name: embeddingModelName // NOTE: simultaneous model deployments are not supported at this time. As a workaround, use dependsOn to force the models to be deployed in a sequential manner. - dependsOn: [gpt4oDeployment] + dependsOn: [llmDeployment] sku: { name: 'Standard' - capacity: textEmbeddingAdaTpm + capacity: embeddingTpmQuota } properties: { model: { format: 'OpenAI' - name: 'text-embedding-ada-002' - version: '2' + name: embeddingModelName + version: embeddingModelVersion } - currentCapacity: textEmbeddingAdaTpm + currentCapacity: embeddingTpmQuota } } @@ -77,9 +83,9 @@ resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ ] output openAiEndpoint string = aoai.properties.endpoint -output llmModel string = gpt4oDeployment.properties.model.name -output llmModelDeploymentName string = gpt4oDeployment.name -output llmModelApiVersion string = gpt4oDeployment.apiVersion -output textEmbeddingModel string = textEmbeddingAdaDeployment.properties.model.name -output textEmbeddingModelDeploymentName string = textEmbeddingAdaDeployment.name -output textEmbeddingModelApiVersion string = textEmbeddingAdaDeployment.apiVersion +output llmModel string = llmDeployment.properties.model.name +output llmModelDeploymentName string = llmDeployment.name +output llmModelApiVersion string = llmDeployment.apiVersion +output textEmbeddingModel string = embeddingDeployment.properties.model.name +output textEmbeddingModelDeploymentName string = embeddingDeployment.name +output textEmbeddingModelApiVersion string = embeddingDeployment.apiVersion diff --git a/infra/deploy.sh b/infra/deploy.sh index 9882b92f..991589be 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -16,7 +16,6 @@ GRAPHRAG_IMAGE="" PUBLISHER_EMAIL="" PUBLISHER_NAME="" RESOURCE_BASE_NAME="" -CONTAINER_REGISTRY_NAME="" requiredParams=( LOCATION @@ -316,7 +315,6 @@ deployAzureResources () { --parameters "apiPublisherName=$PUBLISHER_NAME" \ --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \ - --parameters "acrName=$CONTAINER_REGISTRY_NAME" \ --output json) # errors in deployment may not be caught by exitIfCommandFailed function so we also check the output for errors exitIfCommandFailed $? "Error deploying Azure resources..." diff --git a/infra/main.bicep b/infra/main.bicep index bfc0b76b..c2fde439 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -56,6 +56,24 @@ param storageAccountName string = '' param cosmosDbName string = '' param aiSearchName string = '' +// AOAI parameters +@description('Name of the AOAI LLM model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models') +@allowed(['gpt-4o', 'gpt-4o-mini']) +param llmModelName string = 'gpt-4o' +@description('Version of the AOAI LLM model to use.') +param llmModelVersion string = '2024-08-06' +@description('Quota of the AOAI LLM model to use.') +@minValue(1) +param llmModelQuota int = 10 + +@description('Name of the AOAI embedding model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models') +@allowed(['text-embedding-ada-002', 'text-embedding-3-large']) +param embeddingModelName string = 'text-embedding-ada-002' +param embeddingModelVersion string = '2' +@description('Quota of the AOAI embedding model to use.') +@minValue(1) +param embeddingModelQuota int = 10 + var abbrs = loadJsonContent('abbreviations.json') var tags = { 'azd-env-name': resourceGroup } var workloadIdentityName = '${abbrs.managedIdentityUserAssignedIdentities}${resourceBaseNameFinal}' @@ -175,10 +193,12 @@ module aoai 'core/aoai/aoai.bicep' = { params: { openAiName: '${abbrs.cognitiveServicesAccounts}${resourceBaseNameFinal}' location: location - llmModelDeploymentName: 'gpt-4o-${uniqueString(resourceBaseNameFinal)}' - gpt4oTpm: 10 - embeddingModelDeploymentName: 'text-embedding-ada-002-${uniqueString(resourceBaseNameFinal)}' - textEmbeddingAdaTpm: 10 + llmModelName: llmModelName + llmModelVersion: llmModelVersion + llmTpmQuota: llmModelQuota + embeddingModelName: embeddingModelName + embeddingModelVersion: embeddingModelVersion + embeddingTpmQuota: embeddingModelQuota roleAssignments: [ { principalId: workloadIdentity.outputs.principalId @@ -419,6 +439,11 @@ output azure_ai_search_name string = aiSearch.outputs.name output azure_acr_login_server string = acr.outputs.loginServer output azure_acr_name string = acr.outputs.name +output azure_aks_name string = aks.outputs.name +output azure_aks_controlplanefqdn string = aks.outputs.controlPlaneFqdn +output azure_aks_managed_rg string = aks.outputs.managedResourceGroup +output azure_aks_service_account_name string = aksServiceAccountName + output azure_aoai_endpoint string = aoai.outputs.openAiEndpoint output azure_aoai_llm_model string = aoai.outputs.llmModel output azure_aoai_llm_model_deployment_name string = aoai.outputs.llmModelDeploymentName @@ -427,32 +452,27 @@ output azure_aoai_embedding_model string = aoai.outputs.textEmbeddingModel output azure_aoai_embedding_model_deployment_name string = aoai.outputs.textEmbeddingModelDeploymentName output azure_aoai_embedding_model_api_version string = aoai.outputs.textEmbeddingModelApiVersion -output azure_aks_name string = aks.outputs.name -output azure_aks_controlplanefqdn string = aks.outputs.controlPlaneFqdn -output azure_aks_managed_rg string = aks.outputs.managedResourceGroup -output azure_aks_service_account_name string = aksServiceAccountName +output azure_apim_name string = apim.outputs.name +output azure_apim_gateway_url string = apim.outputs.apimGatewayUrl -output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId -output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId -output azure_workload_identity_name string = workloadIdentity.outputs.name +output azure_app_hostname string = appHostname +output azure_app_url string = appUrl -output azure_storage_account string = storage.outputs.name -output azure_storage_account_blob_url string = storage.outputs.primaryEndpoints.blob +output azure_app_insights_connection_string string = apim.outputs.appInsightsConnectionString output azure_cosmosdb_endpoint string = cosmosdb.outputs.endpoint output azure_cosmosdb_name string = cosmosdb.outputs.name output azure_cosmosdb_id string = cosmosdb.outputs.id -output azure_app_insights_connection_string string = apim.outputs.appInsightsConnectionString - -output azure_apim_name string = apim.outputs.name -output azure_apim_gateway_url string = apim.outputs.apimGatewayUrl - output azure_dns_zone_name string = privateDnsZone.outputs.name -output azure_app_hostname string = appHostname -output azure_app_url string = appUrl - output azure_private_dns_zones array = enablePrivateEndpoints ? union(privatelinkPrivateDns.outputs.privateDnsZones, [privateDnsZone.outputs.name]) : [] + +output azure_storage_account string = storage.outputs.name +output azure_storage_account_blob_url string = storage.outputs.primaryEndpoints.blob + +output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId +output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId +output azure_workload_identity_name string = workloadIdentity.outputs.name diff --git a/infra/managed-app/createUiDefinition.json b/infra/managed-app/createUiDefinition.json new file mode 100644 index 00000000..50a09752 --- /dev/null +++ b/infra/managed-app/createUiDefinition.json @@ -0,0 +1,176 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/0.1.2-preview/CreateUIDefinition.MultiVm.json#", + "handler": "Microsoft.Azure.CreateUIDef", + "version": "0.1.2-preview", + "parameters": { + "basics": [ + {} + ], + "steps": [ + { + "name": "aoaiSettings", + "label": "AOAI Settings", + "subLabel": { + "preValidation": "Configure the AOAI settings", + "postValidation": "Completed" + }, + "elements": [ + { + "name": "llmModel", + "type": "Microsoft.Common.DropDown", + "label": "LLM Model", + "defaultValue": "gpt-4o", + "toolTip": "LLM model to use.", + "constraints": { + "allowedValues": [ + { + "label": "gpt-4o", + "value": "gpt-4o" + }, + { + "label": "gpt-4o-mini", + "value": "gpt-4o-mini" + } + ], + "required": true + }, + "visible": true + }, + { + "name": "llmModelVersion", + "type": "Microsoft.Common.DropDown", + "label": "LLM Model Version", + "defaultValue": "2024-08-06", + "toolTip": "LLM model version to use.", + "constraints": { + "allowedValues": [ + { + "label": "2024-08-06", + "value": "2024-08-06" + }, + { + "label": "2024-07-18", + "value": "2024-07-18" + } + ], + "required": true + }, + "visible": true + }, + { + "name": "llmModelQuota", + "type": "Microsoft.Common.TextBox", + "label": "LLM Model Quota (x1000)", + "placeholder": "85", + "defaultValue": "", + "toolTip": "Model quota to use.", + "constraints": { + "required": true, + "regex": "^[1-9][0-9]*$", + "validationMessage": "Valid LLM model quota." + }, + "visible": true + }, + { + "name": "embeddingModel", + "type": "Microsoft.Common.DropDown", + "label": "Embedding Model", + "defaultValue": "text-embedding-ada-002", + "toolTip": "Embedding model to use", + "constraints": { + "allowedValues": [ + { + "label": "text-embedding-ada-002", + "value": "text-embedding-ada-002" + }, + { + "label": "text-embedding-3-large", + "value": "text-embedding-3-large" + } + ], + "required": true + }, + "visible": true + }, + { + "name": "embeddingModelQuota", + "type": "Microsoft.Common.TextBox", + "label": "Embedding Model Quota (x1000)", + "placeholder": "100", + "defaultValue": "", + "toolTip": "Model quota to use.", + "constraints": { + "required": true, + "regex": "^[1-9][0-9]*$", + "validationMessage": "Valid embedding model quota." + }, + "visible": true + }, + { + "name": "embeddingModelVersion", + "type": "Microsoft.Common.DropDown", + "label": "Embedding Model Version", + "defaultValue": "2", + "toolTip": "Use a valid embedding model version.", + "constraints": { + "allowedValues": [ + { + "label": "2", + "value": "2" + }, + { + "label": "1", + "value": "1" + } + ], + "required": true + }, + "visible": true + } + ] + }, + { + "name": "graphragSettings", + "label": "GraphRAG Settings", + "subLabel": { + "preValidation": "Configure the graphrag settings", + "postValidation": "Completed" + }, + "elements": [ + { + "name": "apimTier", + "type": "Microsoft.Common.DropDown", + "label": "APIM Tier", + "defaultValue": "StandardV2", + "toolTip": "APIM tier to use", + "constraints": { + "allowedValues": [ + { + "label": "Developer", + "value": "Developer" + }, + { + "label": "StandardV2", + "value": "StandardV2" + } + ], + "required": true + }, + "visible": true + } + ] + } + ], + "outputs": { + "resourceGroup": "[resourceGroup().name]", + "location": "[location()]", + "apimTier": "[steps('graphragSettings').apimTier]", + "llmModelName": "[steps('aoaiSettings').llmModel]", + "llmModelQuota": "[int(steps('aoaiSettings').llmModelQuota)]", + "embeddingModelName": "[steps('aoaiSettings').embeddingModel]", + "embeddingModelQuota": "[int(steps('aoaiSettings').embeddingModelQuota)]", + "llmModelVersion": "[steps('aoaiSettings').llmModelVersion]", + "embeddingModelVersion": "[steps('aoaiSettings').embeddingModelVersion]" + } + } +} \ No newline at end of file From 24df161210903092198d12acd105d3eda730132e Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 31 Jan 2025 00:01:46 -0500 Subject: [PATCH 21/28] fix changes after merge with main --- infra/core/aoai/aoai.bicep | 11 ----- infra/deploy.sh | 20 +++----- infra/main.bicep | 95 ++++++-------------------------------- 3 files changed, 22 insertions(+), 104 deletions(-) diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index b5b1b1e8..4566b456 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -22,9 +22,6 @@ param llmTpmQuota int = 10 @description('TPM quota for embedding model deployment (x1000)') param embeddingTpmQuota int = 10 -@description('Array of objects with fields principalId, roleDefinitionId') -param roleAssignments array = [] - resource aoai 'Microsoft.CognitiveServices/accounts@2024-10-01' = { name: openAiName location: location @@ -74,14 +71,6 @@ resource embeddingDeployment 'Microsoft.CognitiveServices/accounts/deployments@2 } } -resource roleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = [ - for role in roleAssignments: { - name: guid('${role.principalId}-${role.roleDefinitionId}') - scope: resourceGroup() - properties: role - } -] - output openAiEndpoint string = aoai.properties.endpoint output llmModel string = llmDeployment.properties.model.name output llmModelDeploymentName string = llmDeployment.name diff --git a/infra/deploy.sh b/infra/deploy.sh index 3d30135d..518935fd 100755 --- a/infra/deploy.sh +++ b/infra/deploy.sh @@ -146,6 +146,9 @@ checkRequiredTools () { which kubectl > /dev/null exitIfCommandFailed $? "kubectl is required, exiting..." + which kubelogin > /dev/null + exitIfCommandFailed $? "kubelogin is required, exiting..." + which helm > /dev/null exitIfCommandFailed $? "helm is required, exiting..." @@ -317,15 +320,12 @@ deployAzureResources () { --no-prompt \ --resource-group $RESOURCE_GROUP \ --template-file ./main.bicep \ - --parameters "resourceBaseName=$RESOURCE_BASE_NAME" \ - --parameters "resourceGroup=$RESOURCE_GROUP" \ --parameters "resourceGroup=$RESOURCE_GROUP" \ + --parameters "resourceBaseName=$RESOURCE_BASE_NAME" \ --parameters "apimName=$APIM_NAME" \ --parameters "apimTier=$APIM_TIER" \ - --parameters "apiPublisherName=$PUBLISHER_NAME" \ --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ --parameters "apiPublisherName=$PUBLISHER_NAME" \ - --parameters "apiPublisherEmail=$PUBLISHER_EMAIL" \ --parameters "enablePrivateEndpoints=$ENABLE_PRIVATE_ENDPOINTS" \ --output json) # errors in deployment may not be caught by exitIfCommandFailed function so we also check the output for errors @@ -414,8 +414,8 @@ installGraphRAGHelmChart () { local graphragImageName=$(sed -rn "s/([^:]+).*/\1/p" <<< "$GRAPHRAG_IMAGE") local graphragImageVersion=$(sed -rn "s/[^:]+:(.*)/\1/p" <<< "$GRAPHRAG_IMAGE") - exitIfValueEmpty "$graphragImageName" "Unable to parse graphrag image name, exiting..." - exitIfValueEmpty "$graphragImageVersion" "Unable to parse graphrag image version, exiting..." + exitIfValueEmpty "$graphragImageName" "Unable to parse graphrag docker image name, exiting..." + exitIfValueEmpty "$graphragImageVersion" "Unable to parse graphrag docker image version, exiting..." local graphragApiBase=$(jq -r .azure_aoai_endpoint.value <<< $AZURE_OUTPUTS) exitIfValueEmpty "$graphragApiBase" "Unable to parse AOAI endpoint from deployment outputs, exiting..." @@ -444,8 +444,8 @@ installGraphRAGHelmChart () { --set "master.image.repository=$containerRegistryName/$graphragImageName" \ --set "master.image.tag=$graphragImageVersion" \ --set "ingress.host=$graphragHostname" \ - --set "graphragConfig.APPLICATIONINSIGHTS_CONNECTION_STRING=$appInsightsConnectionString" \ --set "graphragConfig.AI_SEARCH_URL=https://$aiSearchName.$AISEARCH_ENDPOINT_SUFFIX" \ + --set "graphragConfig.APPLICATIONINSIGHTS_CONNECTION_STRING=$appInsightsConnectionString" \ --set "graphragConfig.COSMOS_URI_ENDPOINT=$cosmosEndpoint" \ --set "graphragConfig.GRAPHRAG_API_BASE=$graphragApiBase" \ --set "graphragConfig.GRAPHRAG_API_VERSION=$graphragApiVersion" \ @@ -453,13 +453,7 @@ installGraphRAGHelmChart () { --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$graphragLlmModelDeployment" \ --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$graphragEmbeddingModel" \ --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$graphragEmbeddingModelDeployment" \ - --set "graphragConfig.GRAPHRAG_API_BASE=$GRAPHRAG_API_BASE" \ - --set "graphragConfig.GRAPHRAG_API_VERSION=$GRAPHRAG_API_VERSION" \ --set "graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE" \ - --set "graphragConfig.GRAPHRAG_LLM_MODEL=$GRAPHRAG_LLM_MODEL" \ - --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$GRAPHRAG_LLM_DEPLOYMENT_NAME" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$GRAPHRAG_EMBEDDING_MODEL" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME" \ --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$storageAccountBlobUrl" local helmResult=$? diff --git a/infra/main.bicep b/infra/main.bicep index 723088bb..fa81fb1f 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -22,13 +22,6 @@ Managed Identity @description('Name of the resource group that GraphRAG will be deployed in.') param resourceGroup string -@description('Unique name to append to each resource') -param resourceBaseName string = '' -var resourceBaseNameFinal = !empty(resourceBaseName) - ? resourceBaseName - : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroup}')) -param resourceGroup string - @description('Unique name to append to each resource') param resourceBaseName string = '' var resourceBaseNameFinal = !empty(resourceBaseName) @@ -36,19 +29,16 @@ var resourceBaseNameFinal = !empty(resourceBaseName) : toLower(uniqueString('${subscription().id}/resourceGroups/${resourceGroup}')) @description('Cloud region for all resources') -param location string = az.az.resourceGroup().location +param location string = az.resourceGroup().location @minLength(1) @description('Name of the publisher of the API Management instance.') param apiPublisherName string = 'Microsoft' -param apiPublisherName string = 'Microsoft' @minLength(1) @description('Email address of the publisher of the API Management instance.') param apiPublisherEmail string = 'publisher@microsoft.com' -param apiPublisherEmail string = 'publisher@microsoft.com' -@description('The AKS namespace to install GraphRAG in.') @description('The AKS namespace to install GraphRAG in.') param aksNamespace string = 'graphrag' @@ -97,41 +87,19 @@ var appUrl = 'http://${appHostname}' @description('Role definitions for various roles that will be assigned at deployment time. Learn more: https://learn.microsoft.com/en-us/azure/role-based-access-control/built-in-roles') var roles = { - privateDnsZoneContributor: resourceId( - 'Microsoft.Authorization/roleDefinitions', - 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role - ) - networkContributor: resourceId( - 'Microsoft.Authorization/roleDefinitions', - 'b24988ac-6180-42a0-ab88-20f7382dd24c' // AI Search Contributor Role - ) acrPull: resourceId( 'Microsoft.Authorization/roleDefinitions', - '8ebe5a00-799e-43f5-93ac-243d3dce84a7' // AI Search Index Data Contributor Role '7f951dda-4ed3-4680-a7ca-43fe172d538d' // ACR Pull Role ) - aiSearchIndexDataReader: resourceId( - 'Microsoft.Authorization/roleDefinitions', - '1407120a-92aa-4202-b7e9-c0e197c71c8f' // AI Search Index Data Reader Role - ) - privateDnsZoneContributor: resourceId( - 'Microsoft.Authorization/roleDefinitions', - 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role - ) networkContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', '4d97b98b-1d4f-4787-a291-c67834d212e7' // Network Contributor Role ) - cognitiveServicesOpenaiContributor: resourceId( - 'Microsoft.Authorization/roleDefinitions', - 'a001fd3d-188f-4b5d-821b-7da978bf7442' // Cognitive Services OpenAI Contributor - ) - acrPull: resourceId( + privateDnsZoneContributor: resourceId( 'Microsoft.Authorization/roleDefinitions', - '7f951dda-4ed3-4680-a7ca-43fe172d538d' // ACR Pull Role + 'b12aa53e-6015-4669-85d0-8515ebb3ae7f' // Private DNS Zone Contributor Role ) } -} // apply RBAC role assignments to the AKS workload identity module aksWorkloadIdentityRBAC 'core/rbac/workload-identity-rbac.bicep' = { @@ -168,7 +136,7 @@ module aksRBAC 'core/rbac/aks-rbac.bicep' = { } module log 'core/log-analytics/log.bicep' = { - name: 'log-analytics-deployment-deployment' + name: 'log-analytics-deployment' params: { name: '${abbrs.operationalInsightsWorkspaces}${resourceBaseNameFinal}' location: location @@ -206,49 +174,14 @@ module aoai 'core/aoai/aoai.bicep' = { embeddingModelName: embeddingModelName embeddingModelVersion: embeddingModelVersion embeddingTpmQuota: embeddingModelQuota - roleAssignments: [ - { - principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' - roleDefinitionId: roles.cognitiveServicesOpenaiContributor - } - ] - } -} - -module aoai 'core/aoai/aoai.bicep' = { - name: 'aoai-deployment' - params: { - openAiName: '${abbrs.cognitiveServicesAccounts}${resourceBaseNameFinal}' - location: location - llmModelName: llmModelName - llmModelVersion: llmModelVersion - llmTpmQuota: llmModelQuota - embeddingModelName: embeddingModelName - embeddingModelVersion: embeddingModelVersion - embeddingTpmQuota: embeddingModelQuota - roleAssignments: [ - { - principalId: workloadIdentity.outputs.principalId - principalType: 'ServicePrincipal' - roleDefinitionId: roles.cognitiveServicesOpenaiContributor - } - ] } } module acr 'core/acr/acr.bicep' = { - name: 'acr' + name: 'acr-deployment' params: { registryName: !empty(acrName) ? acrName : '${abbrs.containerRegistryRegistries}${resourceBaseNameFinal}' location: location - roleAssignments: [ - { - principalId: aks.outputs.kubeletPrincipalId - principalType: 'ServicePrincipal' - roleDefinitionId: roles.acrPull - } - ] } } @@ -259,7 +192,7 @@ module aks 'core/aks/aks.bicep' = { location: location graphragVMSize: 'standard_d8s_v5' // 8 vcpu, 32 GB memory graphragIndexingVMSize: 'standard_e8s_v5' // 8 vcpus, 64 GB memory - clusterAdmins: !empty(deployerPrincipalId) ? ['${deployerPrincipalId}'] : null + clusterAdmins: null logAnalyticsWorkspaceId: log.outputs.id subnetId: vnet.outputs.aksSubnetId privateDnsZoneName: privateDnsZone.outputs.name @@ -452,24 +385,26 @@ output azure_aoai_embedding_model string = aoai.outputs.textEmbeddingModel output azure_aoai_embedding_model_deployment_name string = aoai.outputs.textEmbeddingModelDeploymentName output azure_aoai_embedding_model_api_version string = aoai.outputs.textEmbeddingModelApiVersion -output azure_apim_name string = apim.outputs.name output azure_apim_gateway_url string = apim.outputs.apimGatewayUrl +output azure_apim_name string = apim.outputs.name output azure_app_hostname string = appHostname output azure_app_url string = appUrl -output azure_app_insights_connection_string string = apim.outputs.appInsightsConnectionString +output azure_app_insights_connection_string string = appInsights.outputs.connectionString output azure_cosmosdb_endpoint string = cosmosdb.outputs.endpoint output azure_cosmosdb_name string = cosmosdb.outputs.name output azure_cosmosdb_id string = cosmosdb.outputs.id output azure_dns_zone_name string = privateDnsZone.outputs.name -output azure_app_hostname string = appHostname -output azure_app_url string = appUrl -output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId -output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId -output azure_workload_identity_name string = workloadIdentity.outputs.name output azure_private_dns_zones array = enablePrivateEndpoints ? union(privatelinkPrivateDns.outputs.privateDnsZones, [privateDnsZone.outputs.name]) : [] + +output azure_storage_account string = storage.outputs.name +output azure_storage_account_blob_url string = storage.outputs.primaryEndpoints.blob + +output azure_workload_identity_client_id string = workloadIdentity.outputs.clientId +output azure_workload_identity_principal_id string = workloadIdentity.outputs.principalId +output azure_workload_identity_name string = workloadIdentity.outputs.name From 871b192e02695b0cfedd66a767359cd44df6d818 Mon Sep 17 00:00:00 2001 From: Josh Bradley Date: Fri, 31 Jan 2025 00:10:38 -0500 Subject: [PATCH 22/28] fix synthetic dataset after merge with main --- .../output/create_final_communities.parquet | Bin 23204 -> 24220 bytes .../create_final_community_reports.parquet | Bin 125900 -> 142098 bytes .../output/create_final_covariates.parquet | Bin 57679 -> 61941 bytes .../output/create_final_documents.parquet | Bin 80543 -> 80495 bytes .../output/create_final_entities.parquet | Bin 23273 -> 22171 bytes .../output/create_final_nodes.parquet | Bin 12050 -> 11802 bytes .../output/create_final_relationships.parquet | Bin 37336 -> 37740 bytes .../output/create_final_text_units.parquet | Bin 103757 -> 104890 bytes 8 files changed, 0 insertions(+), 0 deletions(-) diff --git a/backend/tests/data/synthetic-dataset/output/create_final_communities.parquet 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82871dfb9112b9e341be33c51b35aeb3c3b3d83d Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Wed, 5 Feb 2025 17:09:32 -0400 Subject: [PATCH 23/28] updated for build --- .../core/apim/apim.graphrag-servicedef.bicep | 2 +- infra/core/scripts/deployment-script.bicep | 234 ++ infra/deploy.parameters.json | 18 +- infra/main.bicep | 56 + .../artifacts/graphrag/.helmignore | 23 + .../managed-app/artifacts/graphrag/Chart.yaml | 14 + infra/managed-app/artifacts/graphrag/LICENSE | 21 + .../artifacts/graphrag/templates/NOTES.txt | 8 + .../artifacts/graphrag/templates/_helpers.tpl | 95 + .../templates/graphrag-clusterrole.yaml | 13 + .../templates/graphrag-configmap.yaml | 9 + .../graphrag/templates/graphrag-ingress.yaml | 52 + .../templates/graphrag-master-deployment.yaml | 67 + .../templates/graphrag-master-hpa.yaml | 32 + .../templates/graphrag-master-service.yaml | 18 + .../graphrag-nginx-internal-controller.yaml | 13 + .../templates/graphrag-rolebinding.yaml | 14 + .../templates/graphrag-serviceaccount.yaml | 13 + .../templates/tests/test-connection.yaml | 15 + .../artifacts/graphrag/values.yaml | 135 + .../artifacts/scripts/updategraphrag.sh | 65 + infra/managed-app/mainTemplate.json | 3595 +++++++++++++++++ infra/managed-app/managed-app.zip | Bin 0 -> 31357 bytes infra/managed-app/managedapp.zip | Bin 0 -> 31357 bytes infra/managed-app/openapi.json | 1 + infra/runbicep.sh | 35 + openapi.json | 1 + 27 files changed, 4539 insertions(+), 10 deletions(-) create mode 100644 infra/core/scripts/deployment-script.bicep create mode 100644 infra/managed-app/artifacts/graphrag/.helmignore create mode 100644 infra/managed-app/artifacts/graphrag/Chart.yaml create mode 100644 infra/managed-app/artifacts/graphrag/LICENSE create mode 100644 infra/managed-app/artifacts/graphrag/templates/NOTES.txt create mode 100644 infra/managed-app/artifacts/graphrag/templates/_helpers.tpl create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-clusterrole.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-configmap.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-ingress.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-master-deployment.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-master-hpa.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-master-service.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-nginx-internal-controller.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-rolebinding.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/graphrag-serviceaccount.yaml create mode 100644 infra/managed-app/artifacts/graphrag/templates/tests/test-connection.yaml create mode 100644 infra/managed-app/artifacts/graphrag/values.yaml create mode 100755 infra/managed-app/artifacts/scripts/updategraphrag.sh create mode 100644 infra/managed-app/mainTemplate.json create mode 100644 infra/managed-app/managed-app.zip create mode 100644 infra/managed-app/managedapp.zip create mode 100644 infra/managed-app/openapi.json create mode 100755 infra/runbicep.sh create mode 100644 openapi.json diff --git a/infra/core/apim/apim.graphrag-servicedef.bicep b/infra/core/apim/apim.graphrag-servicedef.bicep index 34e8e02e..15db4f7a 100644 --- a/infra/core/apim/apim.graphrag-servicedef.bicep +++ b/infra/core/apim/apim.graphrag-servicedef.bicep @@ -24,7 +24,7 @@ resource api 'Microsoft.ApiManagement/service/apis@2023-09-01-preview' = { } isCurrent: true format: 'openapi+json' - value: string(loadJsonContent('graphrag-openapi.json')) // local file will be dynamically created by deployment script + value: string(loadJsonContent('../../managed-app/openapi.json')) // local file will be dynamically created by deployment script } resource apiPolicy 'policies@2022-08-01' = { name: 'policy' diff --git a/infra/core/scripts/deployment-script.bicep b/infra/core/scripts/deployment-script.bicep new file mode 100644 index 00000000..a9373d93 --- /dev/null +++ b/infra/core/scripts/deployment-script.bicep @@ -0,0 +1,234 @@ +param name string +param utcValue string +param location string +param subscriptionId string +param tenantid string +param acrserver string +param azure_location string +param azure_acr_login_server string +param azure_acr_name string +param azure_aks_name string +param azure_aks_controlplanefqdn string +param azure_aks_managed_rg string +param azure_aks_service_account_name string +param azure_apim_gateway_url string +param azure_apim_name string +param managed_identity_aks string +param ai_search_name string + +@description('Specifies the primary script URI.') +param primaryScriptUri string +param imagename string +param imageversion string + + +param azure_aoai_endpoint string +param azure_aoai_llm_model string +param azure_aoai_llm_model_deployment_name string +param azure_aoai_llm_model_api_version string +param azure_aoai_embedding_model string +param azure_aoai_embedding_model_deployment_name string +param azure_aoai_embedding_model_api_version string + +param azure_app_hostname string +param azure_app_url string +param azure_app_insights_connection_string string + +param azure_cosmosdb_endpoint string +param azure_cosmosdb_name string +param azure_cosmosdb_id string +param azure_dns_zone_name string + + +param azure_storage_account string +param azure_storage_account_blob_url string + +param azure_workload_identity_client_id string +param azure_workload_identity_principal_id string +param azure_workload_identity_name string +param cognitive_services_audience string = 'https://cognitiveservices.azure.com/default' + +var clusterAdminRoleDefinitionId = resourceId('Microsoft.Authorization/roleDefinitions', '0ab0b1a8-8aac-4efd-b8c2-3ee1fb270be8') + +// Resources +resource aksCluster 'Microsoft.ContainerService/managedClusters@2022-11-02-preview' existing = { + name: azure_aks_name +} + + +resource clusterAdminContributorRoleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = { + name: guid(managed_identity_aks, aksCluster.id, clusterAdminRoleDefinitionId) + scope: aksCluster + properties: { + roleDefinitionId: clusterAdminRoleDefinitionId + principalId: managed_identity_aks + principalType: 'ServicePrincipal' + } +} + +resource deploymentScript 'Microsoft.Resources/deploymentScripts@2020-10-01'= { + name: name + location: location + kind: 'AzureCLI' + identity: { + type: 'UserAssigned' + userAssignedIdentities: { + '${managed_identity_aks}': {} + } + } + properties: { + forceUpdateTag: utcValue + azCliVersion: '2.7.0' + timeout: 'PT1H' + environmentVariables: [ + { + name: 'AZURE_SUBSCRIPTION_ID' + value: subscriptionId + } + { + name: 'AZURE_TENANT_ID' + value: tenantid + } + { + name: 'ACR_SERVER' + value: acrserver + } + { + name: 'AZURE_LOCATION' + value: azure_location + } + { + name: 'AZURE_ACR_LOGIN_SERVER' + value: azure_acr_login_server + } + { + name: 'AZURE_ACR_NAME' + value: azure_acr_name + } + { + name: 'AZURE_AKS_NAME' + value: azure_aks_name + } + { + name: 'AZURE_AKS_CONTROLPLANEFQDN' + value: azure_aks_controlplanefqdn + } + { + name: 'AZURE_AKS_MANAGED_RG' + value: azure_aks_managed_rg + } + { + name: 'AZURE_AKS_SERVICE_ACCOUNT_NAME' + value: azure_aks_service_account_name + } + { + name: 'AZURE_APIM_GATEWAY_URL' + value: azure_apim_gateway_url + } + { + name: 'AZURE_APIM_NAME' + value: azure_apim_name + } + { + name: 'MANAGED_IDENTITY_AKS' + value: managed_identity_aks + + } + { + name: 'IMAGE_NAME' + value: imagename + } + { + name: 'IMAGE_VERSION' + value: imageversion + } + { + name: 'AI_SEARCH_NAME' + value: ai_search_name + } + + + { + name: 'AZURE_AOAI_LLM_MODEL' + value: azure_aoai_llm_model + } + { + name: 'AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME' + value: azure_aoai_llm_model_deployment_name + } + { + name: 'AZURE_AOAI_LLM_MODEL_API_VERSION' + value: azure_aoai_llm_model_api_version + } + { + name: 'AZURE_AOAI_EMBEDDING_MODEL' + value: azure_aoai_embedding_model + } + { + name: 'AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME' + value: azure_aoai_embedding_model_deployment_name +} + { name: 'AZURE_AOAI_EMBEDDING_MODEL_API_VERSION' + value: azure_aoai_embedding_model_api_version +} + { name: 'AZURE_APP_HOSTNAME' + value: azure_app_hostname +} + { name: 'AZURE_APP_URL' + value: azure_app_url +} + { name: 'AZURE_APP_INSIGHTS_CONNECTION_STRING' + value: azure_app_insights_connection_string +} + { name: 'AZURE_COSMOSDB_ENDPOINT' + + value: azure_cosmosdb_endpoint } + { name: 'AZURE_COSMOSDB_NAME' + value: azure_cosmosdb_name + } + { name: 'AZURE_COSMOSDB_ID' + value: azure_cosmosdb_id +} + { name: 'AZURE_DNS_ZONE_NAME' + value: azure_dns_zone_name +} + { name: 'AZURE_STORAGE_ACCOUNT' + value: azure_storage_account +} + { name: 'AZURE_STORAGE_ACCOUNT_BLOB_URL' + value: azure_storage_account_blob_url +} + { + name: 'AZURE_WORKLOAD_IDENTITY_CLIENT_ID' + value: azure_workload_identity_client_id +} + { + name: 'AZURE_WORKLOAD_IDENTITY_PRINCIPAL_ID' + value: azure_workload_identity_principal_id +} + { + name: 'AZURE_WORKLOAD_IDENTITY_NAME' + value: azure_workload_identity_name +} + { + name: 'COGNITIVE_SERVICES_AUDIENCE' + value: cognitive_services_audience +} + { + name: 'AZURE_OPENAI_ENDPOINT' + + value: azure_aoai_endpoint + } + + + ] + cleanupPreference: 'OnSuccess' + retentionInterval: 'P1D' + primaryScriptUri: primaryScriptUri + } + dependsOn: [ + aksCluster + ] + +} + diff --git a/infra/deploy.parameters.json b/infra/deploy.parameters.json index f2409b87..7e35ce9b 100644 --- a/infra/deploy.parameters.json +++ b/infra/deploy.parameters.json @@ -1,10 +1,10 @@ { - "GRAPHRAG_API_BASE": "__GRAPHRAG_API_BASE__", - "GRAPHRAG_API_VERSION": "__GRAPHRAG_API_VERSION__", - "GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME": "__GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME__", - "GRAPHRAG_EMBEDDING_MODEL": "__GRAPHRAG_EMBEDDING_MODEL__", - "GRAPHRAG_LLM_DEPLOYMENT_NAME": "__GRAPHRAG_LLM_DEPLOYMENT_NAME__", - "GRAPHRAG_LLM_MODEL": "__GRAPHRAG_LLM_MODEL__", - "LOCATION": "__LOCATION__", - "RESOURCE_GROUP": "__RESOURCE_GROUP__" -} \ No newline at end of file + "GRAPHRAG_API_BASE": "harjsingragbase", + "GRAPHRAG_API_VERSION": "v1", + "GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME": "graphrag-text-embedding-ada-002", + "GRAPHRAG_EMBEDDING_MODEL": "text-embedding-ada-002", + "GRAPHRAG_LLM_DEPLOYMENT_NAME": "graphrag-gpt-4o", + "GRAPHRAG_LLM_MODEL": "gpt-4o", + "LOCATION": "eastus2", + "RESOURCE_GROUP": "harjsin-grag-test" +} diff --git a/infra/main.bicep b/infra/main.bicep index fa81fb1f..8dbbe5e1 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -55,6 +55,9 @@ param acrName string = '' param storageAccountName string = '' param cosmosDbName string = '' param aiSearchName string = '' +param utcString string = utcNow() +param graphragimage string = 'graphragbackend' +param graphragimageversion string = 'latest' // AOAI parameters @description('Name of the AOAI LLM model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models') @@ -363,6 +366,59 @@ module privateLinkScopePrivateEndpoint 'core/vnet/private-endpoint.bicep' = if ( } } +module deploymentScript 'core/scripts/deployment-script.bicep' ={ + name: utcString + params: { + utcValue: utcString + name:'graphragscript' + location:location + subscriptionId:subscription().subscriptionId + tenantid:tenant().tenantId + acrserver:'graphrag.azure.acr.io' + azure_location:location + azure_acr_login_server:acr.outputs.loginServer + azure_acr_name:acr.outputs.name + azure_aks_name: aks.outputs.name + azure_aks_controlplanefqdn:aks.outputs.controlPlaneFqdn + azure_aks_managed_rg :aks.outputs.managedResourceGroup + azure_aks_service_account_name:aksServiceAccountName + imagename:graphragimage + imageversion:graphragimageversion + azure_apim_gateway_url:apim.outputs.apimGatewayUrl + azure_apim_name :apim.outputs.name + managed_identity_aks:aks.outputs.systemIdentity + primaryScriptUri:'file://./scripts/deployment-script.sh' + ai_search_name:aiSearch.name + azure_aoai_endpoint:aoai.outputs.openAiEndpoint + azure_aoai_llm_model : aoai.outputs.llmModel + azure_aoai_llm_model_deployment_name:aoai.outputs.llmModelDeploymentName + azure_aoai_llm_model_api_version :aoai.outputs.llmModelApiVersion + azure_aoai_embedding_model:aoai.outputs.textEmbeddingModel + azure_aoai_embedding_model_deployment_name:aoai.outputs.textEmbeddingModelDeploymentName + azure_aoai_embedding_model_api_version:aoai.outputs.textEmbeddingModelApiVersion + + azure_app_hostname:appHostname + azure_app_url:appUrl + azure_app_insights_connection_string:appInsights.outputs.connectionString + + azure_cosmosdb_endpoint :cosmosdb.outputs.endpoint + azure_cosmosdb_name:cosmosdb.outputs.name + azure_cosmosdb_id:cosmosdb.outputs.id + + azure_dns_zone_name:privateDnsZone.outputs.name + + + azure_storage_account:storage.outputs.name + azure_storage_account_blob_url:storage.outputs.primaryEndpoints.blob + + azure_workload_identity_client_id:workloadIdentity.outputs.clientId + azure_workload_identity_principal_id:workloadIdentity.outputs.principalId + azure_workload_identity_name:workloadIdentity.outputs.name + + + } +} + output azure_location string = location output azure_tenant_id string = tenant().tenantId diff --git a/infra/managed-app/artifacts/graphrag/.helmignore b/infra/managed-app/artifacts/graphrag/.helmignore new file mode 100644 index 00000000..0e8a0eb3 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/.helmignore @@ -0,0 +1,23 @@ +# Patterns to ignore when building packages. +# This supports shell glob matching, relative path matching, and +# negation (prefixed with !). Only one pattern per line. +.DS_Store +# Common VCS dirs +.git/ +.gitignore +.bzr/ +.bzrignore +.hg/ +.hgignore +.svn/ +# Common backup files +*.swp +*.bak +*.tmp +*.orig +*~ +# Various IDEs +.project +.idea/ +*.tmproj +.vscode/ diff --git a/infra/managed-app/artifacts/graphrag/Chart.yaml b/infra/managed-app/artifacts/graphrag/Chart.yaml new file mode 100644 index 00000000..6e003a45 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/Chart.yaml @@ -0,0 +1,14 @@ +# Copyright (c) Microsoft Corporation. +# Licensed under the MIT License. + +apiVersion: v2 +name: graphrag +description: GraphRAG - a graph-based RAG search engine +type: application +version: 0.3.0 + +# This is the version number of the application being deployed. This version number should be +# incremented each time you make changes to the application. Versions are not expected to +# follow Semantic Versioning. They should reflect the version the application is using. +# It is recommended to use it with quotes. +appVersion: "2.1.0" diff --git a/infra/managed-app/artifacts/graphrag/LICENSE b/infra/managed-app/artifacts/graphrag/LICENSE new file mode 100644 index 00000000..63447fd8 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/LICENSE @@ -0,0 +1,21 @@ +Copyright (c) Microsoft Corporation. + +MIT License + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED *AS IS*, WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. \ No newline at end of file diff --git a/infra/managed-app/artifacts/graphrag/templates/NOTES.txt b/infra/managed-app/artifacts/graphrag/templates/NOTES.txt new file mode 100644 index 00000000..c32a7790 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/NOTES.txt @@ -0,0 +1,8 @@ +Thank you for installing {{ .Chart.Name }}. + +Your release is named {{ .Release.Name }}. + +To learn more about the release, try: + + $ helm status {{ .Release.Name }} + $ helm get all {{ .Release.Name }} \ No newline at end of file diff --git a/infra/managed-app/artifacts/graphrag/templates/_helpers.tpl b/infra/managed-app/artifacts/graphrag/templates/_helpers.tpl new file mode 100644 index 00000000..5d5ea14a --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/_helpers.tpl @@ -0,0 +1,95 @@ +{{/* +Expand the name of the chart. +*/}} +{{- define "graphrag.name" -}} +{{- default .Chart.Name .Values.nameOverride | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Create a default fully qualified app name. +We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). +If release name contains chart name it will be used as a full name. +*/}} +{{- define "graphrag.fullname" -}} +{{- if .Values.fullnameOverride }} +{{- .Values.fullnameOverride | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- $name := default .Chart.Name .Values.nameOverride }} +{{- if contains $name .Release.Name }} +{{- .Release.Name | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- printf "%s-%s" .Release.Name $name | trunc 63 | trimSuffix "-" }} +{{- end }} +{{- end }} +{{- end }} + +{{/* +Create a graphrag-master fully qualified app name. +We truncate at 63 chars because some Kubernetes name fields are limited to this (by the DNS naming spec). +If release name contains chart name it will be used as a full name. +*/}} +{{- define "graphrag.master.fullname" -}} +{{- if .Values.master.fullnameOverride }} +{{- .Values.master.fullnameOverride | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- $name := default .Chart.Name .Values.nameOverride }} +{{- if contains $name .Release.Name }} +{{- printf "%s-%s" .Release.Name .Values.master.name | trunc 63 | trimSuffix "-" }} +{{- else }} +{{- printf "%s-%s-%s" .Release.Name $name .Values.master.name | trunc 63 | trimSuffix "-" }} +{{- end }} +{{- end }} +{{- end }} + +{{/* +Create chart name and version as used by the chart label. +*/}} +{{- define "graphrag.chart" -}} +{{- printf "%s-%s" .Chart.Name .Chart.Version | replace "+" "_" | trunc 63 | trimSuffix "-" }} +{{- end }} + +{{/* +Common labels +*/}} +{{- define "graphrag.common.labels" -}} +azure.workload.identity/use: "true" +helm.sh/chart: {{ include "graphrag.chart" . }} +{{ include "graphrag.common.selectorLabels" . }} +{{- if .Chart.AppVersion }} +app.kubernetes.io/version: {{ .Chart.AppVersion | quote }} +{{- end }} +app.kubernetes.io/managed-by: {{ .Release.Service }} +{{- end }} + +{{- define "graphrag.labels" -}} +{{ include "graphrag.common.labels" . }} +{{- end }} + +{{/* +Selector labels +*/}} +{{- define "graphrag.common.selectorLabels" -}} +app.kubernetes.io/name: {{ include "graphrag.name" . }} +app.kubernetes.io/instance: {{ .Release.Name }} +{{- end }} + +{{- define "graphrag.master.labels" -}} +{{ include "graphrag.common.labels" . }} +{{ include "graphrag.master.selectorLabels" . }} +{{- end -}} + +{{- define "graphrag.master.selectorLabels" -}} +{{ include "graphrag.common.selectorLabels" . }} +component: {{ .Values.master.name | quote }} +{{- end -}} + +{{/* +Create the name of the service account to use +*/}} +{{- define "graphrag.serviceAccountName" -}} +{{- if .Values.serviceAccount.create }} +{{- default (include "graphrag.fullname" .) .Values.serviceAccount.name }} +{{- else }} +{{- default "default" .Values.serviceAccount.name }} +{{- end }} +{{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-clusterrole.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-clusterrole.yaml new file mode 100644 index 00000000..800ae5fb --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-clusterrole.yaml @@ -0,0 +1,13 @@ +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRole +metadata: + name: {{ include "graphrag.fullname" . }} + labels: + {{- include "graphrag.labels" . | nindent 4 }} +rules: +- apiGroups: [""] + resources: ["pods"] + verbs: ["get", "list", "watch", "create", "update", "patch", "delete"] +- apiGroups: ["batch", "extensions"] + resources: ["*"] + verbs: ["*"] diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-configmap.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-configmap.yaml new file mode 100644 index 00000000..a3fbcf2a --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-configmap.yaml @@ -0,0 +1,9 @@ +apiVersion: v1 +kind: ConfigMap +metadata: + labels: + {{- include "graphrag.labels" . | nindent 4 }} + name: {{ include "graphrag.fullname" . }} +data: + {{- toYaml .Values.graphragConfig | nindent 2 }} + AKS_NAMESPACE: {{ .Release.Namespace }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-ingress.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-ingress.yaml new file mode 100644 index 00000000..cb29de94 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-ingress.yaml @@ -0,0 +1,52 @@ +{{- if .Values.ingress.enabled -}} +{{- $fullName := include "graphrag.fullname" . -}} +{{- $masterFullName := include "graphrag.master.fullname" . -}} +{{- $masterSvcPort := .Values.master.service.port -}} +{{- if semverCompare ">=1.19-0" .Capabilities.KubeVersion.GitVersion -}} +apiVersion: networking.k8s.io/v1 +{{- else if semverCompare ">=1.14-0" .Capabilities.KubeVersion.GitVersion -}} +apiVersion: networking.k8s.io/v1beta1 +{{- else -}} +apiVersion: extensions/v1beta1 +{{- end }} +kind: Ingress +metadata: + name: {{ $fullName }} + namespace: {{ .Release.Namespace }} + labels: + {{- include "graphrag.labels" . | nindent 4 }} + {{- with .Values.ingress.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +spec: + {{- if and .Values.ingress.className (semverCompare ">=1.18-0" .Capabilities.KubeVersion.GitVersion) }} + ingressClassName: {{ .Values.ingress.className }} + {{- end }} + {{- if .Values.ingress.tls }} + tls: + {{- range .Values.ingress.tls }} + - hosts: + {{- range .hosts }} + - {{ . | quote }} + {{- end }} + secretName: {{ .secretName }} + {{- end }} + {{- end }} + rules: + - host: {{ .Values.ingress.host | quote }} + http: + paths: + - path: "/" + pathType: "Prefix" + backend: + {{- if semverCompare ">=1.19-0" $.Capabilities.KubeVersion.GitVersion }} + service: + name: {{ $masterFullName }} + port: + number: {{ $masterSvcPort }} + {{- else }} + serviceName: {{ $masterFullName }} + servicePort: {{ $masterSvcPort }} + {{- end }} +{{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-master-deployment.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-deployment.yaml new file mode 100644 index 00000000..c0fa4f00 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-deployment.yaml @@ -0,0 +1,67 @@ +apiVersion: apps/v1 +kind: Deployment +metadata: + name: {{ include "graphrag.master.fullname" . }} + labels: + {{- include "graphrag.master.labels" . | nindent 4 }} +spec: + {{- if not .Values.master.autoscaling.enabled }} + replicas: {{ .Values.master.replicaCount }} + {{- end }} + selector: + matchLabels: + {{- include "graphrag.master.selectorLabels" . | nindent 6 }} + template: + metadata: + {{- with .Values.master.podAnnotations }} + annotations: + {{- toYaml . | nindent 8 }} + {{- end }} + labels: + date: "{{ now | unixEpoch }}" + {{- include "graphrag.master.labels" . | nindent 8 }} + {{- with .Values.master.podLabels }} + {{- toYaml . | nindent 8 }} + {{- end }} + spec: + serviceAccountName: {{ include "graphrag.serviceAccountName" . }} + securityContext: + {{- toYaml .Values.master.podSecurityContext | nindent 8 }} + containers: + - name: {{ .Values.master.name }} + securityContext: + {{- toYaml .Values.master.securityContext | nindent 12 }} + image: "{{ .Values.master.image.repository }}:{{ .Values.master.image.tag | default .Chart.AppVersion }}" + imagePullPolicy: {{ .Values.master.image.pullPolicy }} + envFrom: + - configMapRef: + name: {{ include "graphrag.fullname" . }} + ports: + - name: http + containerPort: {{ .Values.master.service.port }} + protocol: TCP + livenessProbe: + {{- toYaml .Values.master.livenessProbe | nindent 12 }} + readinessProbe: + {{- toYaml .Values.master.readinessProbe | nindent 12 }} + resources: + {{- toYaml .Values.master.resources | nindent 12 }} + volumeMounts: + {{- with .Values.master.volumeMounts }} + {{- toYaml . | nindent 12 }} + {{- end }} + {{- with .Values.master.volumes }} + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.master.nodeSelector }} + nodeSelector: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.master.affinity }} + affinity: + {{- toYaml . | nindent 8 }} + {{- end }} + {{- with .Values.master.tolerations }} + tolerations: + {{- toYaml . | nindent 8 }} + {{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-master-hpa.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-hpa.yaml new file mode 100644 index 00000000..7407846d --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-hpa.yaml @@ -0,0 +1,32 @@ +{{- if .Values.master.autoscaling.enabled }} +apiVersion: autoscaling/v2 +kind: HorizontalPodAutoscaler +metadata: + name: {{ include "graphrag.master.fullname" . }} + labels: + {{- include "graphrag.master.labels" . | nindent 4 }} +spec: + scaleTargetRef: + apiVersion: apps/v1 + kind: Deployment + name: {{ include "graphrag.master.fullname" . }} + minReplicas: {{ .Values.master.autoscaling.minReplicas }} + maxReplicas: {{ .Values.master.autoscaling.maxReplicas }} + metrics: + {{- if .Values.master.autoscaling.targetCPUUtilizationPercentage }} + - type: Resource + resource: + name: cpu + target: + type: Utilization + averageUtilization: {{ .Values.master.autoscaling.targetCPUUtilizationPercentage }} + {{- end }} + {{- if .Values.master.autoscaling.targetMemoryUtilizationPercentage }} + - type: Resource + resource: + name: memory + target: + type: Utilization + averageUtilization: {{ .Values.master.autoscaling.targetMemoryUtilizationPercentage }} + {{- end }} +{{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-master-service.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-service.yaml new file mode 100644 index 00000000..b68f3f64 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-master-service.yaml @@ -0,0 +1,18 @@ +apiVersion: v1 +kind: Service +metadata: + name: {{ include "graphrag.master.fullname" . }} +{{- if .Values.master.service.annotations }} + annotations: + {{- range $key, $value := .Values.master.service.annotations }} + {{ $key }}: {{ $value | quote }} + {{- end }} +{{- end }} + labels: + {{- include "graphrag.master.labels" . | nindent 4 }} +spec: + type: {{ .Values.master.service.type }} + ports: + - port: {{ .Values.master.service.port }} + selector: + {{- include "graphrag.master.selectorLabels" . | nindent 4 }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-nginx-internal-controller.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-nginx-internal-controller.yaml new file mode 100644 index 00000000..dc66448f --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-nginx-internal-controller.yaml @@ -0,0 +1,13 @@ +{{- if .Values.ingress.createIngressClass -}} +apiVersion: approuting.kubernetes.azure.com/v1alpha1 +kind: NginxIngressController +metadata: + name: {{ .Values.ingress.className }} +spec: + ingressClassName: {{ .Values.ingress.className }} + controllerNamePrefix: {{ .Values.ingress.className }} + {{- with .Values.ingress.loadBalancerAnnotations }} + loadBalancerAnnotations: + {{- toYaml . | nindent 4 }} + {{- end }} +{{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-rolebinding.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-rolebinding.yaml new file mode 100644 index 00000000..3ebc3eb0 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-rolebinding.yaml @@ -0,0 +1,14 @@ +apiVersion: rbac.authorization.k8s.io/v1 +kind: ClusterRoleBinding +metadata: + name: {{ include "graphrag.fullname" . }} + labels: + {{- include "graphrag.labels" . | nindent 4 }} +subjects: +- kind: ServiceAccount + name: {{ include "graphrag.serviceAccountName" . }} + namespace: {{ .Release.Namespace }} +roleRef: + kind: ClusterRole + name: {{ include "graphrag.fullname" . }} + apiGroup: rbac.authorization.k8s.io diff --git a/infra/managed-app/artifacts/graphrag/templates/graphrag-serviceaccount.yaml b/infra/managed-app/artifacts/graphrag/templates/graphrag-serviceaccount.yaml new file mode 100644 index 00000000..b3bdbce9 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/graphrag-serviceaccount.yaml @@ -0,0 +1,13 @@ +{{- if .Values.serviceAccount.create -}} +apiVersion: v1 +kind: ServiceAccount +metadata: + name: {{ include "graphrag.serviceAccountName" . }} + labels: + {{- include "graphrag.labels" . | nindent 4 }} + {{- with .Values.serviceAccount.annotations }} + annotations: + {{- toYaml . | nindent 4 }} + {{- end }} +automountServiceAccountToken: {{ .Values.serviceAccount.automount }} +{{- end }} diff --git a/infra/managed-app/artifacts/graphrag/templates/tests/test-connection.yaml b/infra/managed-app/artifacts/graphrag/templates/tests/test-connection.yaml new file mode 100644 index 00000000..59ea7df1 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/templates/tests/test-connection.yaml @@ -0,0 +1,15 @@ +apiVersion: v1 +kind: Pod +metadata: + name: "{{ include "graphrag.master.fullname" . }}-test-connection" + labels: + {{- include "graphrag.master.labels" . | nindent 4 }} + annotations: + "helm.sh/hook": test +spec: + containers: + - name: wget + image: busybox + command: ['wget'] + args: ['{{ include "graphrag.master.fullname" . }}:{{ .Values.master.service.port }}'] + restartPolicy: Never diff --git a/infra/managed-app/artifacts/graphrag/values.yaml b/infra/managed-app/artifacts/graphrag/values.yaml new file mode 100644 index 00000000..9b8cce48 --- /dev/null +++ b/infra/managed-app/artifacts/graphrag/values.yaml @@ -0,0 +1,135 @@ +# Default values for the graphrag helm chart. + +nameOverride: "" +fullnameOverride: "" + +serviceAccount: + # Specifies whether a service account should be created + create: true + # Automatically mount a ServiceAccount's API credentials? + automount: true + # Annotations to add to the service account + annotations: + azure.workload.identity/client-id: "" + # Name of the service account to use. + # If not set and create is true, a name is generated using the fullname template + name: "" + +ingress: + enabled: true + className: nginx-internal + createIngressClass: true + host: graphrag.graphrag.io + tls: [] + annotations: + nginx.ingress.kubernetes.io/proxy-connect-timeout: "900" + nginx.ingress.kubernetes.io/proxy-send-timeout: "900" + nginx.ingress.kubernetes.io/proxy-read-timeout: "900" + nginx.ingress.kubernetes.io/proxy-body-size: 500m + loadBalancerAnnotations: + service.beta.kubernetes.io/azure-load-balancer-internal: "true" + +graphragConfig: + AI_SEARCH_AUDIENCE: "https://search.azure.com" + AI_SEARCH_URL: "" + APPLICATIONINSIGHTS_CONNECTION_STRING: "" + # Must set hidden env variable to true to disable statsbeat. For more information: https://github.com/Azure/azure-sdk-for-python/issues/34804 + APPLICATIONINSIGHTS_STATSBEAT_DISABLED_ALL: "True" + COSMOS_URI_ENDPOINT: "" + GRAPHRAG_API_BASE: "" + GRAPHRAG_API_VERSION: "" + COGNITIVE_SERVICES_AUDIENCE: "https://cognitiveservices.azure.com/.default" + GRAPHRAG_LLM_MODEL: "" + GRAPHRAG_LLM_DEPLOYMENT_NAME: "" + GRAPHRAG_EMBEDDING_MODEL: "" + GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME: "" + STORAGE_ACCOUNT_BLOB_URL: "" + +master: + name: "master" + replicaCount: 1 + image: + repository: "" + pullPolicy: Always + # Override the image tag whose default is the chart appVersion. + tag: "" + podAnnotations: {} + podLabels: {} + podSecurityContext: + {} + # fsGroup: 2000 + + securityContext: + {} + # capabilities: + # drop: + # - ALL + # readOnlyRootFilesystem: true + # runAsNonRoot: true + # runAsUser: 1000 + + service: + annotations: {} + type: ClusterIP + port: 80 + + resources: + # We recommend not modifying the default resources below unless you know what you're doing + # and have investigated graphrag's baseline spec requirements to ensure the application + # can run properly. + limits: + cpu: 8 + memory: "16Gi" + requests: + cpu: 4 + memory: "10Gi" + + livenessProbe: + httpGet: + path: /manpage/docs + port: http + failureThreshold: 50 + initialDelaySeconds: 30 + periodSeconds: 20 + + readinessProbe: + httpGet: + path: /manpage/docs + port: http + failureThreshold: 50 + initialDelaySeconds: 30 + periodSeconds: 20 + + autoscaling: + enabled: true + minReplicas: 1 + maxReplicas: 20 + targetMemoryUtilizationPercentage: 50 + # targetCPUUtilizationPercentage: 50 + + # Additional volumes on the output Deployment definition. + volumes: [] + # - name: foo + # secret: + # secretName: mysecret + # optional: false + + # Additional volumeMounts on the output Deployment definition. + volumeMounts: [] + # - name: foo + # mountPath: "/etc/foo" + # readOnly: true + + nodeSelector: {} + + tolerations: [] + + affinity: + nodeAffinity: + requiredDuringSchedulingIgnoredDuringExecution: + nodeSelectorTerms: + - matchExpressions: + - key: workload + operator: In + values: + - graphrag diff --git a/infra/managed-app/artifacts/scripts/updategraphrag.sh b/infra/managed-app/artifacts/scripts/updategraphrag.sh new file mode 100755 index 00000000..6b9d21da --- /dev/null +++ b/infra/managed-app/artifacts/scripts/updategraphrag.sh @@ -0,0 +1,65 @@ +#!/bin/bash +# Install kubectl +az aks install-cli --only-show-errors + +# Get AKS credentials +az aks get-credentials \ + --admin \ + --name $clusterName \ + --resource-group $resourceGroupName \ + --subscription $subscriptionId \ + --only-show-errors + +# Check if the cluster is private or not + +# Assign a value to aksNamespace +aksNamespace="graphrag" + +# Install Helm +curl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 -o get_helm.sh -s +chmod 700 get_helm.sh +./get_helm.sh &>/dev/null + +# Add Helm repos +helm repo add prometheus-community https://prometheus-community.github.io/helm-charts +helm repo add ingress-nginx https://kubernetes.github.io/ingress-nginx + +# Update Helm repos +helm repo update + +helm pull oci://graphrag.azurecr.io/graphrag --generate-name + +tar -xvf graphrag-0.1.0.tgz + + + + # Log whether the cluster is public or private + echo "$clusterName AKS cluster is public" + + # Install Prometheus + + + # Install NGINX ingress controller using the internal load balancer + helm upgrade -i graphrag ./graphrag -f ./graphrag/values.yaml \ + --namespace $aksNamespace --create-namespace \ + --set "serviceAccount.name=$AZURE_AKS_SERVICE_ACCOUNT_NAME" \ + --set "serviceAccount.annotations.azure\.workload\.identity/client-id=$AZURE_WORKLOAD_IDENTITY_CLIENT_ID" \ + --set "master.image.repository=graphrag.azurecr.io/$IMAGE_NAME" \ + --set "master.image.tag=$IMAGE_VERSION" \ + --set "ingress.host=$AZURE_APP_HOSTNAME" \ + --set "graphragConfig.APP_INSIGHTS_CONNECTION_STRING=$APP_INSIGHTS_CONNECTION_STRING" \ + --set "graphragConfig.AI_SEARCH_URL=https://$AI_SEARCH_NAME.search.windows.net" \ + --set "graphragConfig.COSMOS_URI_ENDPOINT=$AZURE_COSMOSDB_ENDPOINT" \ + --set "graphragConfig.GRAPHRAG_API_BASE=$AZURE_OPENAI_ENDPOINT" \ + --set "graphragConfig.GRAPHRAG_API_VERSION=$AZURE_AOAI_LLM_MODEL_API_VERSION" \ + --set "graphragConfig.GRAPHRAG_LLM_MODEL=$AZURE_AOAI_LLM_MODEL"\ + --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$AZURE_AOAI_EMBEDDING_MODEL" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME" \ + --set "graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE" \ + --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$AZURE_STORAGE_ACCOUNT_BLOB_URL" + + + + + diff --git a/infra/managed-app/mainTemplate.json b/infra/managed-app/mainTemplate.json new file mode 100644 index 00000000..6f46827d --- /dev/null +++ b/infra/managed-app/mainTemplate.json @@ -0,0 +1,3595 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "9931387349449043336" + } + }, + "parameters": { + "resourceGroup": { + "type": "string", + "minLength": 1, + "maxLength": 64, + "metadata": { + "description": "Name of the resource group that GraphRAG will be deployed in." + } + }, + "resourceBaseName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Unique name to append to each resource" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Cloud region for all resources" + } + }, + "apiPublisherName": { + "type": "string", + "defaultValue": "Microsoft", + "minLength": 1, + "metadata": { + "description": "Name of the publisher of the API Management instance." + } + }, + "apiPublisherEmail": { + "type": "string", + "defaultValue": "publisher@microsoft.com", + "minLength": 1, + "metadata": { + "description": "Email address of the publisher of the API Management instance." + } + }, + "aksNamespace": { + "type": "string", + "defaultValue": "graphrag", + "metadata": { + "description": "The AKS namespace to install GraphRAG in." + } + }, + "enablePrivateEndpoints": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Whether to enable private endpoints." + } + }, + "restoreAPIM": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Whether to restore the API Management instance." + } + }, + "apimTier": { + "type": "string", + "defaultValue": "Developer" + }, + "apimName": { + "type": "string", + "defaultValue": "" + }, + "acrName": { + "type": "string", + "defaultValue": "" + }, + "storageAccountName": { + "type": "string", + "defaultValue": "" + }, + "cosmosDbName": { + "type": "string", + "defaultValue": "" + }, + "aiSearchName": { + "type": "string", + "defaultValue": "" + }, + "llmModelName": { + "type": "string", + "defaultValue": "gpt-4o", + "allowedValues": [ + "gpt-4o", + "gpt-4o-mini" + ], + "metadata": { + "description": "Name of the AOAI LLM model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models" + } + }, + "llmModelVersion": { + "type": "string", + "defaultValue": "2024-08-06", + "metadata": { + "description": "Version of the AOAI LLM model to use." + } + }, + "llmModelQuota": { + "type": "int", + "defaultValue": 10, + "minValue": 1, + "metadata": { + "description": "Quota of the AOAI LLM model to use." + } + }, + "embeddingModelName": { + "type": "string", + "defaultValue": "text-embedding-ada-002", + "allowedValues": [ + "text-embedding-ada-002", + "text-embedding-3-large" + ], + "metadata": { + "description": "Name of the AOAI embedding model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models" + } + }, + "embeddingModelVersion": { + "type": "string", + "defaultValue": "2" + }, + "embeddingModelQuota": { + "type": "int", + "defaultValue": 10, + "minValue": 1, + "metadata": { + "description": "Quota of the AOAI embedding model to use." + } + } + }, + "variables": { + "$fxv#0": { + "analysisServicesServers": "as", + "apiManagementService": "apim-", + "appConfigurationConfigurationStores": "appcs-", + "appContainerApps": "ca-", + "appManagedEnvironments": "cae-", + "authorizationPolicyDefinitions": "policy-", + "automationAutomationAccounts": "aa-", + "azureOpenAI": "aoai-", + "blueprintBlueprints": "bp-", + "blueprintBlueprintsArtifacts": "bpa-", + "cacheRedis": "redis-", + "cdnProfiles": "cdnp-", + "cdnProfilesEndpoints": "cdne-", + "cognitiveServicesAccounts": "cog-", + "cognitiveServicesFormRecognizer": "cog-fr-", + "cognitiveServicesTextAnalytics": "cog-ta-", + "computeAvailabilitySets": "avail-", + "computeCloudServices": "cld-", + "computeDiskEncryptionSets": "des", + "computeDisks": "disk", + "computeDisksOs": "osdisk", + "computeGalleries": "gal", + "computeSnapshots": "snap-", + "computeVirtualMachineScaleSets": "vmss-", + "computeVirtualMachines": "vm", + "containerInstanceContainerGroups": "ci", + "containerRegistryRegistries": "cr", + "containerServiceManagedClusters": "aks-", + "dBforMySQLServers": "mysql-", + "dBforPostgreSQLServers": "psql-", + "dataFactoryFactories": "adf-", + "dataLakeAnalyticsAccounts": "dla", + "dataLakeStoreAccounts": "dls", + "dataMigrationServices": "dms-", + "databricksWorkspaces": "dbw-", + "devicesIotHubs": "iot-", + "devicesProvisioningServices": "provs-", + "devicesProvisioningServicesCertificates": "pcert-", + "documentDBDatabaseAccounts": "cosmos-", + "eventGridDomains": "evgd-", + "eventGridDomainsTopics": "evgt-", + "eventGridEventSubscriptions": "evgs-", + "eventHubNamespaces": "evhns-", + "eventHubNamespacesEventHubs": "evh-", + "hdInsightClustersHadoop": "hadoop-", + "hdInsightClustersHbase": "hbase-", + "hdInsightClustersKafka": "kafka-", + "hdInsightClustersMl": "mls-", + "hdInsightClustersSpark": "spark-", + "hdInsightClustersStorm": "storm-", + "hybridComputeMachines": "arcs-", + "insightsActionGroups": "ag-", + "insightsComponents": "appi-", + "keyVaultVaults": "kv-", + "kubernetesConnectedClusters": "arck", + "kustoClusters": "dec", + "kustoClustersDatabases": "dedb", + "logicIntegrationAccounts": "ia-", + "logicWorkflows": "logic-", + "machineLearningServicesWorkspaces": "mlw-", + "managedIdentityUserAssignedIdentities": "id-", + "managementManagementGroups": "mg-", + "migrateAssessmentProjects": "migr-", + "networkApplicationGateways": "agw-", + "networkApplicationSecurityGroups": "asg-", + "networkAzureFirewalls": "afw-", + "networkBastionHosts": "bas-", + "networkConnections": "con-", + "networkDnsZones": "dnsz-", + "networkExpressRouteCircuits": "erc-", + "networkFirewallPolicies": "afwp-", + "networkFirewallPoliciesRuleGroups": "wafrg", + "networkFirewallPoliciesWebApplication": "waf", + "networkFrontDoors": "fd-", + "networkFrontdoorWebApplicationFirewallPolicies": "fdfp-", + "networkLoadBalancersExternal": "lbe-", + "networkLoadBalancersInboundNatRules": "rule-", + "networkLoadBalancersInternal": "lbi-", + "networkLocalNetworkGateways": "lgw-", + "networkNatGateways": "ng-", + "networkNetworkInterfaces": "nic-", + "networkNetworkSecurityGroups": "nsg-", + "networkNetworkSecurityGroupsSecurityRules": "nsgsr-", + "networkNetworkWatchers": "nw-", + "networkPrivateDnsZones": "pdnsz-", + "networkPrivateLinkServices": "pl-", + "networkPublicIPAddresses": "pip-", + "networkPublicIPPrefixes": "ippre-", + "networkRouteFilters": "rf-", + "networkRouteTables": "rt-", + "networkRouteTablesRoutes": "udr-", + "networkTrafficManagerProfiles": "traf-", + "networkVirtualNetworkGateways": "vgw-", + "networkVirtualNetworks": "vnet-", + "networkVirtualNetworksSubnets": "snet-", + "networkVirtualNetworksVirtualNetworkPeerings": "peer-", + "networkVirtualWans": "vwan-", + "networkVpnGateways": "vpng-", + "networkVpnGatewaysVpnConnections": "vcn-", + "networkVpnGatewaysVpnSites": "vst-", + "notificationHubsNamespaces": "ntfns-", + "notificationHubsNamespacesNotificationHubs": "ntf-", + "operationalInsightsWorkspaces": "log-", + "portalDashboards": "dash-", + "powerBIDedicatedCapacities": "pbi-", + "privateEndpoint": "pep-", + "purviewAccounts": "pview-", + "recoveryServicesVaults": "rsv-", + "resourcesResourceGroups": "rg-", + "searchSearchServices": "srch-", + "serviceBusNamespaces": "sb-", + "serviceBusNamespacesQueues": "sbq-", + "serviceBusNamespacesTopics": "sbt-", + "serviceEndPointPolicies": "se-", + "serviceFabricClusters": "sf-", + "signalRServiceSignalR": "sigr", + "sqlManagedInstances": "sqlmi-", + "sqlServers": "sql-", + "sqlServersDataWarehouse": "sqldw-", + "sqlServersDatabases": "sqldb-", + "sqlServersDatabasesStretch": "sqlstrdb-", + "storSimpleManagers": "ssimp", + "storageStorageAccounts": "st", + "storageStorageAccountsVm": "stvm", + "streamAnalyticsCluster": "asa-", + "synapseWorkspaces": "syn", + "synapseWorkspacesAnalyticsWorkspaces": "synw", + "synapseWorkspacesSqlPoolsDedicated": "syndp", + "synapseWorkspacesSqlPoolsSpark": "synsp", + "timeSeriesInsightsEnvironments": "tsi-", + "webServerFarms": "plan-", + "webSitesAppService": "app-", + "webSitesAppServiceEnvironment": "ase-", + "webSitesFunctions": "func-", + "webStaticSites": "stapp-" + }, + "resourceBaseNameFinal": "[if(not(empty(parameters('resourceBaseName'))), parameters('resourceBaseName'), toLower(uniqueString(format('{0}/resourceGroups/{1}', subscription().id, parameters('resourceGroup')))))]", + "abbrs": "[variables('$fxv#0')]", + "tags": { + "azd-env-name": "[parameters('resourceGroup')]" + }, + "workloadIdentityName": "[format('{0}{1}', variables('abbrs').managedIdentityUserAssignedIdentities, variables('resourceBaseNameFinal'))]", + "aksServiceAccountName": "[format('{0}-workload-sa', parameters('aksNamespace'))]", + "workloadIdentitySubject": "[format('system:serviceaccount:{0}:{1}', parameters('aksNamespace'), variables('aksServiceAccountName'))]", + "dnsDomain": "graphrag.io", + "appHostname": "[format('graphrag.{0}', variables('dnsDomain'))]", + "appUrl": "[format('http://{0}', variables('appHostname'))]", + "roles": { + "acrPull": "[resourceId('Microsoft.Authorization/roleDefinitions', '7f951dda-4ed3-4680-a7ca-43fe172d538d')]", + "networkContributor": "[resourceId('Microsoft.Authorization/roleDefinitions', '4d97b98b-1d4f-4787-a291-c67834d212e7')]", + "privateDnsZoneContributor": "[resourceId('Microsoft.Authorization/roleDefinitions', 'b12aa53e-6015-4669-85d0-8515ebb3ae7f')]" + } + }, + "resources": [ + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-workload-identity-rbac-assignments", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "principalId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "principalType": { + "value": "ServicePrincipal" + }, + "cosmosDbName": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "12633129174833370467" + } + }, + "parameters": { + "principalId": { + "type": "string", + "metadata": { + "description": "ID of the service principal to assign the RBAC roles to." + } + }, + "principalType": { + "type": "string", + "allowedValues": [ + "ServicePrincipal", + "User", + "Group", + "Device", + "ForeignGroup" + ], + "metadata": { + "description": "Type of principal to assign the RBAC roles to." + } + }, + "cosmosDbName": { + "type": "string", + "metadata": { + "description": "Name of an existing CosmosDB resource." + } + } + }, + "variables": { + "roleDefinitions": [ + { + "id": "ba92f5b4-2d11-453d-a403-e96b0029c9fe" + }, + { + "id": "b24988ac-6180-42a0-ab88-20f7382dd24c" + }, + { + "id": "8ebe5a00-799e-43f5-93ac-243d3dce84a7" + }, + { + "id": "1407120a-92aa-4202-b7e9-c0e197c71c8f" + }, + { + "id": "a001fd3d-188f-4b5d-821b-7da978bf7442" + }, + { + "id": "3913510d-42f4-4e42-8a64-420c390055eb" + } + ], + "customRoleName": "Custom cosmosDB role for graphrag - adds read/write permissions at the database and container level" + }, + "resources": [ + { + "copy": { + "name": "roleAssignment", + "count": "[length(variables('roleDefinitions'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "name": "[guid(subscription().subscriptionId, resourceGroup().name, parameters('principalId'), parameters('principalType'), variables('roleDefinitions')[copyIndex()].id)]", + "properties": { + "principalId": "[parameters('principalId')]", + "principalType": "[parameters('principalType')]", + "roleDefinitionId": "[resourceId('Microsoft.Authorization/roleDefinitions', variables('roleDefinitions')[copyIndex()].id)]" + } + }, + { + "type": "Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions", + "apiVersion": "2024-12-01-preview", + "name": "[format('{0}/{1}', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]", + "properties": { + "roleName": "[variables('customRoleName')]", + "type": "CustomRole", + "assignableScopes": [ + "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + ], + "permissions": [ + { + "dataActions": [ + "Microsoft.DocumentDB/databaseAccounts/readMetadata", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers/*", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers/items/*", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/write" + ] + } + ] + } + }, + { + "type": "Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments", + "apiVersion": "2024-12-01-preview", + "name": "[format('{0}/{1}', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName'))), parameters('principalId')))]", + "properties": { + "principalId": "[parameters('principalId')]", + "roleDefinitionId": "[resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]", + "scope": "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + }, + "dependsOn": [ + "[resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-rbac-assignments", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "roleAssignments": { + "value": [ + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.kubeletPrincipalId.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').acrPull]" + }, + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.ingressWebAppIdentity.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').privateDnsZoneContributor]" + }, + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.systemIdentity.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').networkContributor]" + } + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "7894561717174372245" + } + }, + "parameters": { + "roleAssignments": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Array of objects with fields principalId, principalType, roleDefinitionId" + } + } + }, + "resources": [ + { + "copy": { + "name": "roleAssignment", + "count": "[length(parameters('roleAssignments'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "name": "[guid(subscription().subscriptionId, resourceGroup().name, parameters('roleAssignments')[copyIndex()].principalId, parameters('roleAssignments')[copyIndex()].principalType, parameters('roleAssignments')[copyIndex()].roleDefinitionId)]", + "properties": "[parameters('roleAssignments')[copyIndex()]]" + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "log-analytics-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[format('{0}{1}', variables('abbrs').operationalInsightsWorkspaces, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccessForIngestion": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "6505063178335705329" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the Log Analytics resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Log Analytics resource." + } + }, + "publicNetworkAccessForIngestion": { + "type": "string", + "defaultValue": "Disabled", + "metadata": { + "description": "The public network access for ingestion." + } + } + }, + "resources": [ + { + "type": "Microsoft.OperationalInsights/workspaces", + "apiVersion": "2022-10-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "properties": { + "retentionInDays": 30, + "publicNetworkAccessForIngestion": "[parameters('publicNetworkAccessForIngestion')]", + "publicNetworkAccessForQuery": "Enabled", + "features": { + "immediatePurgeDataOn30Days": true + } + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.OperationalInsights/workspaces', parameters('name'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "nsg-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "nsgName": { + "value": "[format('{0}{1}', variables('abbrs').networkNetworkSecurityGroups, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "7427556975670137358" + } + }, + "parameters": { + "nsgName": { + "type": "string", + "defaultValue": "[format('apim-nsg-{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "Name of the NSG for the API Management service." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + } + }, + "resources": [ + { + "type": "Microsoft.Network/networkSecurityGroups", + "apiVersion": "2024-01-01", + "name": "[parameters('nsgName')]", + "location": "[parameters('location')]", + "properties": { + "securityRules": [ + { + "name": "Client_communication_to_API_Management", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "80", + "sourceAddressPrefix": "Internet", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 100, + "direction": "Inbound" + } + }, + { + "name": "Secure_Client_communication_to_API_Management", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "Internet", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 110, + "direction": "Inbound" + } + }, + { + "name": "Management_endpoint_for_Azure_portal_and_Powershell", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "3443", + "sourceAddressPrefix": "ApiManagement", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 120, + "direction": "Inbound" + } + }, + { + "name": "Dependency_on_Redis_Cache", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6381-6383", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 130, + "direction": "Inbound" + } + }, + { + "name": "Dependency_to_sync_Rate_Limit_Inbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "4290", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 135, + "direction": "Inbound" + } + }, + { + "name": "Dependency_on_Azure_SQL", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "1433", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Sql", + "access": "Allow", + "priority": 140, + "direction": "Outbound" + } + }, + { + "name": "Dependency_for_Log_to_event_Hub_policy", + "properties": { + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "5671", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "EventHub", + "access": "Allow", + "priority": 150, + "direction": "Outbound" + } + }, + { + "name": "Dependency_on_Redis_Cache_outbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6381-6383", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 160, + "direction": "Outbound" + } + }, + { + "name": "Depenedency_To_sync_RateLimit_Outbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "4290", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 165, + "direction": "Outbound" + } + }, + { + "name": "Dependency_on_Azure_File_Share_for_GIT", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "445", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Storage", + "access": "Allow", + "priority": 170, + "direction": "Outbound" + } + }, + { + "name": "Azure_Infrastructure_Load_Balancer", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6390", + "sourceAddressPrefix": "AzureLoadBalancer", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 180, + "direction": "Inbound" + } + }, + { + "name": "Publish_DiagnosticLogs_And_Metrics", + "properties": { + "description": "API Management logs and metrics for consumption by admins and your IT team are all part of the management plane", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureMonitor", + "access": "Allow", + "priority": 185, + "direction": "Outbound", + "destinationPortRanges": [ + "443", + "12000", + "1886" + ] + } + }, + { + "name": "Connect_To_SMTP_Relay_For_SendingEmails", + "properties": { + "description": "APIM features the ability to generate email traffic as part of the data plane and the management plane", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Internet", + "access": "Allow", + "priority": 190, + "direction": "Outbound", + "destinationPortRanges": [ + "25", + "587", + "25028" + ] + } + }, + { + "name": "Authenticate_To_Azure_Active_Directory", + "properties": { + "description": "Connect to Azure Active Directory for developer Portal authentication or for OAuth 2 flow during any proxy authentication", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureActiveDirectory", + "access": "Allow", + "priority": 200, + "direction": "Outbound", + "destinationPortRanges": [ + "80", + "443" + ] + } + }, + { + "name": "Dependency_on_Azure_Storage", + "properties": { + "description": "API Management service dependency on Azure blob and Azure table storage", + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Storage", + "access": "Allow", + "priority": 100, + "direction": "Outbound" + } + }, + { + "name": "Publish_Monitoring_Logs", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureCloud", + "access": "Allow", + "priority": 300, + "direction": "Outbound" + } + }, + { + "name": "Deny_All_Internet_Outbound", + "properties": { + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Internet", + "access": "Deny", + "priority": 999, + "direction": "Outbound" + } + } + ] + } + } + ], + "outputs": { + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Network/networkSecurityGroups', parameters('nsgName'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "vnet-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "vnetName": { + "value": "[format('{0}{1}', variables('abbrs').networkVirtualNetworks, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "subnetPrefix": { + "value": "[variables('abbrs').networkVirtualNetworksSubnets]" + }, + "apimTier": { + "value": "[parameters('apimTier')]" + }, + "nsgID": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'nsg-deployment'), '2022-09-01').outputs.id.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "7094004855498640344" + } + }, + "parameters": { + "vnetName": { + "type": "string", + "metadata": { + "description": "Name of the vnet resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resource will be deployed." + } + }, + "subnetPrefix": { + "type": "string", + "defaultValue": "snet-", + "metadata": { + "description": "Optional prefix to prepend to subnet names." + } + }, + "apimTier": { + "type": "string", + "allowedValues": [ + "Developer", + "StandardV2" + ], + "metadata": { + "description": "APIM tier - used to determine if subnet delegations are required." + } + }, + "nsgID": { + "type": "string", + "metadata": { + "description": "NSG resource ID." + } + } + }, + "resources": [ + { + "type": "Microsoft.Network/virtualNetworks", + "apiVersion": "2024-01-01", + "name": "[parameters('vnetName')]", + "location": "[parameters('location')]", + "properties": { + "addressSpace": { + "addressPrefixes": [ + "10.1.0.0/16" + ] + }, + "subnets": [ + { + "name": "[format('{0}apim', parameters('subnetPrefix'))]", + "properties": { + "addressPrefix": "10.1.0.0/24", + "networkSecurityGroup": { + "id": "[parameters('nsgID')]" + }, + "delegations": "[if(equals(parameters('apimTier'), 'Developer'), createArray(), createArray(createObject('name', 'Microsoft.Web/serverFarms', 'properties', createObject('serviceName', 'Microsoft.Web/serverFarms'))))]" + } + }, + { + "name": "[format('{0}aks', parameters('subnetPrefix'))]", + "properties": { + "addressPrefix": "10.1.1.0/24", + "serviceEndpoints": [ + { + "service": "Microsoft.Storage" + }, + { + "service": "Microsoft.Sql" + }, + { + "service": "Microsoft.EventHub" + } + ] + } + } + ] + } + } + ], + "outputs": { + "vnetId": { + "type": "string", + "value": "[resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName'))]" + }, + "vnetName": { + "type": "string", + "value": "[parameters('vnetName')]" + }, + "apimSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName')), '2024-01-01').subnets[0].id]" + }, + "aksSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName')), '2024-01-01').subnets[1].id]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'nsg-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aoai-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "openAiName": { + "value": "[format('{0}{1}', variables('abbrs').cognitiveServicesAccounts, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "llmModelName": { + "value": "[parameters('llmModelName')]" + }, + "llmModelVersion": { + "value": "[parameters('llmModelVersion')]" + }, + "llmTpmQuota": { + "value": "[parameters('llmModelQuota')]" + }, + "embeddingModelName": { + "value": "[parameters('embeddingModelName')]" + }, + "embeddingModelVersion": { + "value": "[parameters('embeddingModelVersion')]" + }, + "embeddingTpmQuota": { + "value": "[parameters('embeddingModelQuota')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "3498035798180053085" + } + }, + "parameters": { + "openAiName": { + "type": "string", + "defaultValue": "[format('openai{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "Name of the Azure OpenAI instance" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Location for the Azure OpenAI instance" + } + }, + "llmModelName": { + "type": "string", + "defaultValue": "gpt-4o", + "metadata": { + "description": "LLM model name" + } + }, + "llmModelVersion": { + "type": "string", + "metadata": { + "description": "LLM Model API version" + } + }, + "embeddingModelName": { + "type": "string", + "defaultValue": "text-embedding-ada-002", + "metadata": { + "description": "Embedding model name" + } + }, + "embeddingModelVersion": { + "type": "string", + "metadata": { + "description": "Embedding Model API version" + } + }, + "llmTpmQuota": { + "type": "int", + "defaultValue": 10, + "metadata": { + "description": "TPM quota for llm model deployment (x1000)" + } + }, + "embeddingTpmQuota": { + "type": "int", + "defaultValue": 10, + "metadata": { + "description": "TPM quota for embedding model deployment (x1000)" + } + } + }, + "resources": [ + { + "type": "Microsoft.CognitiveServices/accounts", + "apiVersion": "2024-10-01", + "name": "[parameters('openAiName')]", + "location": "[parameters('location')]", + "sku": { + "name": "S0" + }, + "kind": "OpenAI", + "properties": { + "publicNetworkAccess": "Enabled", + "disableLocalAuth": true + } + }, + { + "type": "Microsoft.CognitiveServices/accounts/deployments", + "apiVersion": "2024-10-01", + "name": "[format('{0}/{1}', parameters('openAiName'), parameters('llmModelName'))]", + "sku": { + "name": "GlobalStandard", + "capacity": "[parameters('llmTpmQuota')]" + }, + "properties": { + "model": { + "format": "OpenAI", + "name": "[parameters('llmModelName')]", + "version": "[parameters('llmModelVersion')]" + }, + "currentCapacity": "[parameters('llmTpmQuota')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName'))]" + ] + }, + { + "type": "Microsoft.CognitiveServices/accounts/deployments", + "apiVersion": "2024-10-01", + "name": "[format('{0}/{1}', parameters('openAiName'), parameters('embeddingModelName'))]", + "sku": { + "name": "Standard", + "capacity": "[parameters('embeddingTpmQuota')]" + }, + "properties": { + "model": { + "format": "OpenAI", + "name": "[parameters('embeddingModelName')]", + "version": "[parameters('embeddingModelVersion')]" + }, + "currentCapacity": "[parameters('embeddingTpmQuota')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName'))]", + "[resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('llmModelName'))]" + ] + } + ], + "outputs": { + "openAiEndpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName')), '2024-10-01').endpoint]" + }, + "llmModel": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('llmModelName')), '2024-10-01').model.name]" + }, + "llmModelDeploymentName": { + "type": "string", + "value": "[parameters('llmModelName')]" + }, + "llmModelApiVersion": { + "type": "string", + "value": "2024-10-01" + }, + "textEmbeddingModel": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('embeddingModelName')), '2024-10-01').model.name]" + }, + "textEmbeddingModelDeploymentName": { + "type": "string", + "value": "[parameters('embeddingModelName')]" + }, + "textEmbeddingModelApiVersion": { + "type": "string", + "value": "2024-10-01" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "acr-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "registryName": "[if(not(empty(parameters('acrName'))), createObject('value', parameters('acrName')), createObject('value', format('{0}{1}', variables('abbrs').containerRegistryRegistries, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "2055687397636798534" + } + }, + "parameters": { + "registryName": { + "type": "string", + "metadata": { + "description": "The name of the Container Registry resource. Will be automatically generated if not provided." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Container Registry resource." + } + } + }, + "resources": [ + { + "type": "Microsoft.ContainerRegistry/registries", + "apiVersion": "2023-11-01-preview", + "name": "[parameters('registryName')]", + "location": "[parameters('location')]", + "sku": { + "name": "Standard" + }, + "properties": { + "adminUserEnabled": false, + "encryption": { + "status": "disabled" + }, + "dataEndpointEnabled": false, + "publicNetworkAccess": "Enabled", + "networkRuleBypassOptions": "AzureServices", + "zoneRedundancy": "Disabled", + "anonymousPullEnabled": false, + "metadataSearch": "Disabled" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('registryName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ContainerRegistry/registries', parameters('registryName'))]" + }, + "loginServer": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerRegistry/registries', parameters('registryName')), '2023-11-01-preview').loginServer]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "clusterName": { + "value": "[format('{0}{1}', variables('abbrs').containerServiceManagedClusters, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "graphragVMSize": { + "value": "standard_d8s_v5" + }, + "graphragIndexingVMSize": { + "value": "standard_e8s_v5" + }, + "clusterAdmins": { + "value": null + }, + "logAnalyticsWorkspaceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "privateDnsZoneName": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "11487597397946974030" + } + }, + "parameters": { + "clusterName": { + "type": "string", + "metadata": { + "description": "The name of the Managed Cluster resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Managed Cluster resource." + } + }, + "logAnalyticsWorkspaceId": { + "type": "string", + "metadata": { + "description": "The workspace id of the Log Analytics resource." + } + }, + "autoUpgradeProfile": { + "type": "object", + "defaultValue": { + "nodeOsUpgradeChannel": "NodeImage", + "upgradeChannel": "stable" + }, + "metadata": { + "description": "The auto-upgrade profile." + } + }, + "dnsPrefix": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional DNS prefix to use with hosted Kubernetes API server FQDN." + } + }, + "systemOsDiskSizeGB": { + "type": "int", + "defaultValue": 128, + "minValue": 0, + "maxValue": 1023, + "metadata": { + "description": "Disk size (in GB) to provision for each of the agent pool nodes. This value ranges from 0 to 1023. Specifying 0 will apply the default disk size for that agentVMSize." + } + }, + "systemNodeCount": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 20, + "metadata": { + "description": "The number of nodes for the system node pool." + } + }, + "systemVMSize": { + "type": "string", + "defaultValue": "standard_d4s_v5", + "metadata": { + "description": "The size of the system Virtual Machine." + } + }, + "graphragNodeCount": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 50, + "metadata": { + "description": "The number of nodes for the graphrag node pool." + } + }, + "graphragVMSize": { + "type": "string", + "defaultValue": "standard_d8s_v5", + "metadata": { + "description": "The VM size of nodes running the GraphRAG API." + } + }, + "graphragIndexingVMSize": { + "type": "string", + "defaultValue": "standard_e8s_v5", + "metadata": { + "description": "The VM size of nodes running GraphRAG indexing jobs." + } + }, + "enableEncryptionAtHost": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Enable encryption at host" + } + }, + "subnetId": { + "type": "string" + }, + "privateDnsZoneName": { + "type": "string" + }, + "clusterAdmins": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Array of object ids that will have admin role of the cluster" + } + } + }, + "resources": [ + { + "type": "Microsoft.ContainerService/managedClusters/agentPools", + "apiVersion": "2024-02-01", + "name": "[format('{0}/{1}', parameters('clusterName'), 'graphrag')]", + "properties": { + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 1, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": "[parameters('graphragNodeCount')]", + "vmSize": "[parameters('graphragVMSize')]", + "osType": "Linux", + "mode": "User", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "nodeLabels": { + "workload": "graphrag" + }, + "tags": { + "workload": "graphrag" + }, + "type": "VirtualMachineScaleSets" + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters/agentPools", + "apiVersion": "2024-02-01", + "name": "[format('{0}/{1}', parameters('clusterName'), 'indexing')]", + "properties": { + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 0, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": 0, + "vmSize": "[parameters('graphragIndexingVMSize')]", + "osType": "Linux", + "mode": "User", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "nodeLabels": { + "workload": "graphrag-indexing" + }, + "tags": { + "workload": "graphrag" + }, + "type": "VirtualMachineScaleSets" + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters", + "apiVersion": "2024-09-02-preview", + "name": "[parameters('clusterName')]", + "location": "[parameters('location')]", + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "enableRBAC": true, + "disableLocalAccounts": true, + "dnsPrefix": "[if(not(empty(parameters('dnsPrefix'))), parameters('dnsPrefix'), toLower(parameters('clusterName')))]", + "aadProfile": { + "managed": true, + "enableAzureRBAC": true, + "adminGroupObjectIDs": "[parameters('clusterAdmins')]" + }, + "addonProfiles": { + "omsagent": { + "enabled": true, + "config": { + "logAnalyticsWorkspaceResourceID": "[parameters('logAnalyticsWorkspaceId')]" + } + } + }, + "agentPoolProfiles": [ + { + "name": "agentpool", + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 1, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": "[parameters('systemNodeCount')]", + "vmSize": "[parameters('systemVMSize')]", + "osType": "Linux", + "mode": "System", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "type": "VirtualMachineScaleSets" + } + ], + "autoScalerProfile": { + "expander": "least-waste" + }, + "ingressProfile": { + "webAppRouting": { + "enabled": true, + "dnsZoneResourceIds": [ + "[resourceId('Microsoft.Network/privateDnsZones', parameters('privateDnsZoneName'))]" + ] + } + }, + "networkProfile": { + "serviceCidr": "10.3.0.0/16", + "dnsServiceIP": "10.3.0.10", + "podCidr": "10.244.0.0/16" + }, + "autoUpgradeProfile": "[parameters('autoUpgradeProfile')]", + "oidcIssuerProfile": { + "enabled": true + }, + "securityProfile": { + "workloadIdentity": { + "enabled": true + } + } + } + }, + { + "type": "Microsoft.ContainerService/managedClusters/maintenanceConfigurations", + "apiVersion": "2024-09-02-preview", + "name": "[format('{0}/{1}', parameters('clusterName'), 'aksManagedAutoUpgradeSchedule')]", + "properties": { + "maintenanceWindow": { + "schedule": { + "weekly": { + "intervalWeeks": 1, + "dayOfWeek": "Monday" + } + }, + "durationHours": 4, + "startDate": "2024-06-11", + "startTime": "12:00" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters/maintenanceConfigurations", + "apiVersion": "2024-09-02-preview", + "name": "[format('{0}/{1}', parameters('clusterName'), 'aksManagedNodeOSUpgradeSchedule')]", + "properties": { + "maintenanceWindow": { + "schedule": { + "weekly": { + "intervalWeeks": 1, + "dayOfWeek": "Saturday" + } + }, + "durationHours": 4, + "startDate": "2024-06-11", + "startTime": "12:00" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('clusterName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + }, + "managedResourceGroup": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').nodeResourceGroup]" + }, + "controlPlaneFqdn": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').fqdn]" + }, + "kubeletPrincipalId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').identityProfile.kubeletidentity.objectId]" + }, + "ingressWebAppIdentity": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').ingressProfile.webAppRouting.identity.objectId]" + }, + "systemIdentity": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview', 'full').identity.principalId]" + }, + "issuer": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').oidcIssuerProfile.issuerURL]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "cosmosdb-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "cosmosDbName": "[if(not(empty(parameters('cosmosDbName'))), createObject('value', parameters('cosmosDbName')), createObject('value', format('{0}{1}', variables('abbrs').documentDBDatabaseAccounts, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "11816911936820039606" + } + }, + "parameters": { + "cosmosDbName": { + "type": "string", + "metadata": { + "description": "The name of the CosmosDB resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the CosmosDB resource." + } + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "Disabled", + "allowedValues": [ + "Enabled", + "Disabled" + ] + } + }, + "resources": [ + { + "type": "Microsoft.DocumentDB/databaseAccounts", + "apiVersion": "2024-11-15", + "name": "[parameters('cosmosDbName')]", + "location": "[parameters('location')]", + "tags": { + "defaultExperience": "Core (SQL)", + "hidden-cosmos-mmspecial": "" + }, + "kind": "GlobalDocumentDB", + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "publicNetworkAccess": "[parameters('publicNetworkAccess')]", + "enableAutomaticFailover": false, + "enableMultipleWriteLocations": false, + "isVirtualNetworkFilterEnabled": false, + "virtualNetworkRules": [], + "disableKeyBasedMetadataWriteAccess": false, + "enableFreeTier": false, + "enableAnalyticalStorage": false, + "analyticalStorageConfiguration": { + "schemaType": "WellDefined" + }, + "databaseAccountOfferType": "Standard", + "defaultIdentity": "FirstPartyIdentity", + "networkAclBypass": "None", + "disableLocalAuth": true, + "enablePartitionMerge": false, + "minimalTlsVersion": "Tls12", + "consistencyPolicy": { + "defaultConsistencyLevel": "Session", + "maxIntervalInSeconds": 5, + "maxStalenessPrefix": 100 + }, + "locations": [ + { + "locationName": "[parameters('location')]", + "failoverPriority": 0, + "isZoneRedundant": false + } + ], + "cors": [], + "capabilities": [], + "ipRules": [], + "backupPolicy": { + "type": "Periodic", + "periodicModeProperties": { + "backupIntervalInMinutes": 240, + "backupRetentionIntervalInHours": 8, + "backupStorageRedundancy": "Geo" + } + }, + "networkAclBypassResourceIds": [], + "capacity": { + "totalThroughputLimit": 4000 + } + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('cosmosDbName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + }, + "endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), '2024-11-15').documentEndpoint]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aisearch-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": "[if(not(empty(parameters('aiSearchName'))), createObject('value', parameters('aiSearchName')), createObject('value', format('{0}{1}', variables('abbrs').searchSearchServices, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'disabled'), createObject('value', 'enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "2376857239076024622" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the AI Search instance." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Managed Cluster resource." + } + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "enabled", + "allowedValues": [ + "enabled", + "disabled" + ] + } + }, + "resources": [ + { + "type": "Microsoft.Search/searchServices", + "apiVersion": "2024-03-01-preview", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "sku": { + "name": "standard" + }, + "properties": { + "disableLocalAuth": true, + "replicaCount": 1, + "partitionCount": 1, + "publicNetworkAccess": "[parameters('publicNetworkAccess')]", + "semanticSearch": "disabled" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Search/searchServices', parameters('name'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "storage-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": "[if(not(empty(parameters('storageAccountName'))), createObject('value', parameters('storageAccountName')), createObject('value', format('{0}{1}', variables('abbrs').storageStorageAccounts, replace(variables('resourceBaseNameFinal'), '-', ''))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]", + "tags": { + "value": "[variables('tags')]" + }, + "deleteRetentionPolicy": { + "value": { + "enabled": true, + "days": 5 + } + }, + "defaultToOAuthAuthentication": { + "value": true + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "5608400408329637194" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the Storage Account resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Storage Account resource." + } + }, + "accessTier": { + "type": "string", + "defaultValue": "Hot", + "allowedValues": [ + "Hot", + "Cool", + "Premium" + ] + }, + "dnsEndpointType": { + "type": "string", + "defaultValue": "Standard", + "allowedValues": [ + "AzureDnsZone", + "Standard" + ] + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "Disabled", + "allowedValues": [ + "Enabled", + "Disabled" + ] + }, + "tags": { + "type": "object", + "defaultValue": {} + }, + "allowBlobPublicAccess": { + "type": "bool", + "defaultValue": false + }, + "allowCrossTenantReplication": { + "type": "bool", + "defaultValue": true + }, + "allowSharedKeyAccess": { + "type": "bool", + "defaultValue": false + }, + "defaultToOAuthAuthentication": { + "type": "bool", + "defaultValue": false + }, + "deleteRetentionPolicy": { + "type": "object", + "defaultValue": {} + }, + "kind": { + "type": "string", + "defaultValue": "StorageV2" + }, + "minimumTlsVersion": { + "type": "string", + "defaultValue": "TLS1_2" + }, + "containers": { + "type": "array", + "defaultValue": [] + } + }, + "resources": [ + { + "copy": { + "name": "storage::blobServices::container", + "count": "[length(parameters('containers'))]" + }, + "condition": "[not(empty(parameters('containers')))]", + "type": "Microsoft.Storage/storageAccounts/blobServices/containers", + "apiVersion": "2023-01-01", + "name": "[format('{0}/{1}/{2}', parameters('name'), 'default', parameters('containers')[copyIndex()].name)]", + "properties": { + "publicAccess": "[coalesce(tryGet(parameters('containers')[copyIndex()], 'publicAccess'), 'None')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts/blobServices', parameters('name'), 'default')]" + ] + }, + { + "condition": "[not(empty(parameters('containers')))]", + "type": "Microsoft.Storage/storageAccounts/blobServices", + "apiVersion": "2023-01-01", + "name": "[format('{0}/{1}', parameters('name'), 'default')]", + "properties": { + "deleteRetentionPolicy": "[parameters('deleteRetentionPolicy')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', parameters('name'))]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2023-01-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "tags": "[parameters('tags')]", + "kind": "[parameters('kind')]", + "sku": { + "name": "Standard_LRS" + }, + "properties": { + "accessTier": "[parameters('accessTier')]", + "allowBlobPublicAccess": "[parameters('allowBlobPublicAccess')]", + "allowCrossTenantReplication": "[parameters('allowCrossTenantReplication')]", + "allowSharedKeyAccess": "[parameters('allowSharedKeyAccess')]", + "defaultToOAuthAuthentication": "[parameters('defaultToOAuthAuthentication')]", + "dnsEndpointType": "[parameters('dnsEndpointType')]", + "isHnsEnabled": true, + "minimumTlsVersion": "[parameters('minimumTlsVersion')]", + "networkAcls": { + "bypass": "AzureServices", + "defaultAction": "Allow" + }, + "publicNetworkAccess": "[parameters('publicNetworkAccess')]" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Storage/storageAccounts', parameters('name'))]" + }, + "primaryEndpoints": { + "type": "object", + "value": "[reference(resourceId('Microsoft.Storage/storageAccounts', parameters('name')), '2023-01-01').primaryEndpoints]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "app-insights-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "appInsightsName": { + "value": "[format('{0}{1}', variables('abbrs').insightsComponents, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "appInsightsPublicNetworkAccessForIngestion": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]", + "logAnalyticsWorkspaceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "14280738582927740005" + } + }, + "parameters": { + "appInsightsName": { + "type": "string", + "defaultValue": "appi", + "metadata": { + "description": "Application Insights resource name" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + }, + "appInsightsPublicNetworkAccessForIngestion": { + "type": "string", + "defaultValue": "Disabled", + "metadata": { + "description": "Application Insights public network access for ingestion" + } + }, + "logAnalyticsWorkspaceId": { + "type": "string", + "metadata": { + "description": "Workspace id of a Log Analytics resource." + } + } + }, + "resources": [ + { + "type": "Microsoft.Insights/components", + "apiVersion": "2020-02-02", + "name": "[parameters('appInsightsName')]", + "location": "[parameters('location')]", + "kind": "web", + "properties": { + "Application_Type": "web", + "WorkspaceResourceId": "[parameters('logAnalyticsWorkspaceId')]", + "publicNetworkAccessForIngestion": "[parameters('appInsightsPublicNetworkAccessForIngestion')]", + "publicNetworkAccessForQuery": "Enabled" + } + } + ], + "outputs": { + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Insights/components', parameters('appInsightsName'))]" + }, + "connectionString": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Insights/components', parameters('appInsightsName')), '2020-02-02').ConnectionString]" + }, + "instrumentationKey": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Insights/components', parameters('appInsightsName')), '2020-02-02').InstrumentationKey]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "apim-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "apiManagementName": "[if(not(empty(parameters('apimName'))), createObject('value', parameters('apimName')), createObject('value', format('{0}{1}', variables('abbrs').apiManagementService, variables('resourceBaseNameFinal'))))]", + "restoreAPIM": { + "value": "[parameters('restoreAPIM')]" + }, + "appInsightsId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.id.value]" + }, + "appInsightsInstrumentationKey": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.instrumentationKey.value]" + }, + "publicIpName": { + "value": "[format('{0}{1}', variables('abbrs').networkPublicIPAddresses, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "sku": { + "value": "[parameters('apimTier')]" + }, + "skuCount": { + "value": 1 + }, + "availabilityZones": { + "value": [] + }, + "publisherEmail": { + "value": "[parameters('apiPublisherEmail')]" + }, + "publisherName": { + "value": "[parameters('apiPublisherName')]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.apimSubnetId.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "14582251664377611150" + } + }, + "parameters": { + "apiManagementName": { + "type": "string", + "defaultValue": "[format('apiservice{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "The name of the API Management service instance" + } + }, + "publisherEmail": { + "type": "string", + "minLength": 1, + "metadata": { + "description": "The email address of the owner of the service" + } + }, + "publisherName": { + "type": "string", + "minLength": 1, + "metadata": { + "description": "The name of the owner of the service" + } + }, + "sku": { + "type": "string", + "defaultValue": "Developer", + "allowedValues": [ + "Developer", + "StandardV2" + ], + "metadata": { + "description": "The pricing tier of this API Management service" + } + }, + "skuCount": { + "type": "int", + "defaultValue": 1, + "metadata": { + "description": "The instance size of this API Management service. This should be a multiple of the number of availability zones getting deployed." + } + }, + "appInsightsId": { + "type": "string", + "metadata": { + "description": "Application Insights resource ID" + } + }, + "appInsightsInstrumentationKey": { + "type": "string", + "metadata": { + "description": "Application Insights instrumentation key" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + }, + "availabilityZones": { + "type": "array", + "defaultValue": [ + "1", + "2" + ], + "metadata": { + "description": "Numbers for availability zones, for example, 1,2,3." + } + }, + "publicIpName": { + "type": "string", + "defaultValue": "apimPublicIP", + "metadata": { + "description": "Name for the public IP address used to access the API Management service." + } + }, + "publicIpSku": { + "type": "string", + "defaultValue": "Standard", + "allowedValues": [ + "Standard" + ], + "metadata": { + "description": "SKU for the public IP address used to access the API Management service." + } + }, + "publicIPAllocationMethod": { + "type": "string", + "defaultValue": "Static", + "allowedValues": [ + "Static" + ], + "metadata": { + "description": "Allocation method for the public IP address used to access the API Management service. Standard SKU public IP requires `Static` allocation." + } + }, + "dnsLabelPrefix": { + "type": "string", + "defaultValue": "[toLower(format('{0}-{1}', parameters('publicIpName'), uniqueString(resourceGroup().id)))]", + "metadata": { + "description": "Unique DNS name for the public IP address used to access the API management service." + } + }, + "restoreAPIM": { + "type": "bool", + "defaultValue": false + }, + "subnetId": { + "type": "string" + } + }, + "resources": [ + { + "type": "Microsoft.Network/publicIPAddresses", + "apiVersion": "2024-01-01", + "name": "[parameters('publicIpName')]", + "location": "[parameters('location')]", + "sku": { + "name": "[parameters('publicIpSku')]" + }, + "properties": { + "publicIPAllocationMethod": "[parameters('publicIPAllocationMethod')]", + "publicIPAddressVersion": "IPv4", + "dnsSettings": { + "domainNameLabel": "[parameters('dnsLabelPrefix')]" + } + } + }, + { + "type": "Microsoft.ApiManagement/service", + "apiVersion": "2023-09-01-preview", + "name": "[parameters('apiManagementName')]", + "location": "[parameters('location')]", + "sku": { + "name": "[parameters('sku')]", + "capacity": "[parameters('skuCount')]" + }, + "zones": "[if(equals(length(parameters('availabilityZones')), 0), null(), parameters('availabilityZones'))]", + "properties": { + "restore": "[parameters('restoreAPIM')]", + "publisherEmail": "[parameters('publisherEmail')]", + "publisherName": "[parameters('publisherName')]", + "virtualNetworkType": "External", + "publicIpAddressId": "[resourceId('Microsoft.Network/publicIPAddresses', parameters('publicIpName'))]", + "virtualNetworkConfiguration": { + "subnetResourceId": "[parameters('subnetId')]" + }, + "customProperties": { + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_GCM_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_256_CBC_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_CBC_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_256_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TripleDes168": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Tls10": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Tls11": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Ssl30": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Tls10": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Tls11": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Ssl30": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Protocols.Server.Http2": "false" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/publicIPAddresses', parameters('publicIpName'))]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/loggers", + "apiVersion": "2024-06-01-preview", + "name": "[format('{0}/{1}', parameters('apiManagementName'), 'apimLogger')]", + "properties": { + "credentials": { + "instrumentationKey": "[parameters('appInsightsInstrumentationKey')]" + }, + "description": "Application Insights for APIM", + "loggerType": "applicationInsights", + "resourceId": "[parameters('appInsightsId')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/diagnostics", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}', parameters('apiManagementName'), 'applicationinsights')]", + "properties": { + "loggerId": "[resourceId('Microsoft.ApiManagement/service/loggers', parameters('apiManagementName'), 'apimLogger')]", + "alwaysLog": "allErrors", + "verbosity": "information", + "sampling": { + "percentage": 100, + "samplingType": "fixed" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]", + "[resourceId('Microsoft.ApiManagement/service/loggers', parameters('apiManagementName'), 'apimLogger')]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('apiManagementName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]" + }, + "apimGatewayUrl": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName')), '2023-09-01-preview').gatewayUrl]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "graphrag-api-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "apimname": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "backendUrl": { + "value": "[variables('appUrl')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "10620983066885906719" + } + }, + "parameters": { + "apimname": { + "type": "string" + }, + "backendUrl": { + "type": "string" + } + }, + "resources": [ + { + "type": "Microsoft.ApiManagement/service/apis/operations", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}/{2}', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1], 'docs')]", + "properties": { + "displayName": "docs", + "method": "GET", + "urlTemplate": "/docs", + "templateParameters": [], + "responses": [] + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis/operations", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}/{2}', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1], 'openapi')]", + "properties": { + "displayName": "openapi", + "method": "GET", + "urlTemplate": "/openapi.json", + "templateParameters": [], + "responses": [] + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/documentation', parameters('apimname'))]", + "properties": { + "displayName": "documentation", + "apiRevision": "1", + "subscriptionRequired": false, + "serviceUrl": "[format('{0}/manpage', parameters('backendUrl'))]", + "path": "manpage", + "protocols": [ + "https" + ], + "authenticationSettings": { + "oAuth2AuthenticationSettings": [], + "openidAuthenticationSettings": [] + }, + "subscriptionKeyParameterNames": { + "header": "Ocp-Apim-Subscription-Key", + "query": "subscription-key" + }, + "isCurrent": true + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "workload-identity-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[variables('workloadIdentityName')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "federatedCredentials": { + "value": { + "aks-workload-identity": { + "issuer": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.issuer.value]", + "audiences": [ + "api://AzureADTokenExchange" + ], + "subject": "[variables('workloadIdentitySubject')]" + } + } + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "11208726344160642523" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the identity" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the identity" + } + }, + "federatedCredentials": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "federated name: FederatedIdentityCredentialProperties. See https://learn.microsoft.com/en-us/azure/templates/microsoft.managedidentity/userassignedidentities/federatedidentitycredentials?pivots=deployment-language-bicep#federatedidentitycredentialproperties" + } + } + }, + "resources": [ + { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[parameters('name')]", + "location": "[parameters('location')]" + }, + { + "copy": { + "name": "federatedCredentialResources", + "count": "[length(items(parameters('federatedCredentials')))]" + }, + "type": "Microsoft.ManagedIdentity/userAssignedIdentities/federatedIdentityCredentials", + "apiVersion": "2023-01-31", + "name": "[format('{0}/{1}', parameters('name'), items(parameters('federatedCredentials'))[copyIndex()].key)]", + "properties": "[items(parameters('federatedCredentials'))[copyIndex()].value]", + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "clientId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name')), '2023-01-31').clientId]" + }, + "principalId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name')), '2023-01-31').principalId]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "private-dns-zone-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[variables('dnsDomain')]" + }, + "vnetNames": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.vnetName.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "1285005992081263811" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the private DNS zone." + } + }, + "vnetNames": { + "type": "array", + "items": { + "type": "string" + }, + "metadata": { + "description": "The name of the virtual networks the DNS zone should be associated with." + } + } + }, + "resources": { + "dnsZone": { + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2020-06-01", + "name": "[parameters('name')]", + "location": "global", + "properties": {} + }, + "vnets": { + "copy": { + "name": "vnets", + "count": "[length(parameters('vnetNames'))]" + }, + "existing": true, + "type": "Microsoft.Network/virtualNetworks", + "apiVersion": "2024-01-01", + "name": "[parameters('vnetNames')[copyIndex()]]" + }, + "dnsZoneLinks": { + "copy": { + "name": "dnsZoneLinks", + "count": "[length(parameters('vnetNames'))]" + }, + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2020-06-01", + "name": "[format('{0}/{1}', parameters('name'), parameters('vnetNames')[copyIndex()])]", + "location": "global", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[resourceId('Microsoft.Network/virtualNetworks', parameters('vnetNames')[copyIndex()])]" + } + }, + "dependsOn": [ + "dnsZone" + ] + } + }, + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Network/privateDnsZones', parameters('name'))]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "privatelink-private-dns-zones-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "linkedVnetIds": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.vnetId.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "16525541988331055931" + } + }, + "parameters": { + "linkedVnetIds": { + "type": "array", + "metadata": { + "description": "Virtual Network IDs to link to" + } + } + }, + "variables": { + "$fxv#0": { + "azureCloud": { + "azureMonitor": [ + "privatelink.monitor.azure.com", + "privatelink.oms.opinsights.azure.com", + "privatelink.agentsvc.azure-automation.net", + "privatelink.ods.opinsights.azure.com" + ] + }, + "azureusgovernment": { + "azureMonitor": [ + "privatelink.monitor.azure.us", + "privatelink.oms.opinsights.azure.us", + "privatelink.agentsvc.azure-automation.us", + "privatelink.ods.opinsights.azure.us" + ] + } + }, + "aiSearchPrivateDnsZoneName": "privatelink.search.windows.net", + "blobStoragePrivateDnsZoneName": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", + "cosmosDbPrivateDnsZoneName": "privatelink.documents.azure.com", + "storagePrivateDnsZoneNames": [ + "[variables('blobStoragePrivateDnsZoneName')]" + ], + "privateDnsZoneData": "[variables('$fxv#0')]", + "cloudName": "[toLower(environment().name)]", + "azureMonitorPrivateDnsZones": "[variables('privateDnsZoneData')[variables('cloudName')].azureMonitor]", + "privateDnsZones": "[union(variables('azureMonitorPrivateDnsZones'), variables('storagePrivateDnsZoneNames'), createArray(variables('cosmosDbPrivateDnsZoneName')), createArray(variables('aiSearchPrivateDnsZoneName')))]" + }, + "resources": [ + { + "copy": { + "name": "privateDnsZoneResources", + "count": "[length(variables('privateDnsZones'))]" + }, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2020-06-01", + "name": "[variables('privateDnsZones')[copyIndex()]]", + "location": "global" + }, + { + "copy": { + "name": "dnsVnetLinks", + "count": "[length(variables('privateDnsZones'))]" + }, + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[replace(variables('privateDnsZones')[copyIndex()], '.', '-')]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateDnsZoneName": { + "value": "[variables('privateDnsZones')[copyIndex()]]" + }, + "vnetIds": { + "value": "[parameters('linkedVnetIds')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "6113218360443805978" + } + }, + "parameters": { + "privateDnsZoneName": { + "type": "string" + }, + "vnetIds": { + "type": "array" + } + }, + "resources": [ + { + "copy": { + "name": "dnsVnetLinks", + "count": "[length(parameters('vnetIds'))]" + }, + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2020-06-01", + "name": "[format('{0}/{1}', parameters('privateDnsZoneName'), format('{0}-{1}', replace(parameters('privateDnsZoneName'), '.', '-'), uniqueString(parameters('vnetIds')[copyIndex()])))]", + "location": "global", + "properties": { + "virtualNetwork": { + "id": "[parameters('vnetIds')[copyIndex()]]" + }, + "registrationEnabled": false + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[copyIndex()])]" + ] + } + ], + "outputs": { + "azureMonitorPrivateDnsZoneConfigs": { + "type": "array", + "copy": { + "count": "[length(union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName'))))]", + "input": { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName')))[copyIndex()])]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName')))[copyIndex()])])]" + } + } + } + }, + "blobStoragePrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('blobStoragePrivateDnsZoneName')]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('blobStoragePrivateDnsZoneName'))])]" + } + } + ] + }, + "cosmosDbPrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('cosmosDbPrivateDnsZoneName'))]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('cosmosDbPrivateDnsZoneName'))])]" + } + } + ] + }, + "aiSearchPrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('aiSearchPrivateDnsZoneName'))]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('aiSearchPrivateDnsZoneName'))])]" + } + } + ] + }, + "privateDnsZones": { + "type": "array", + "value": "[variables('privateDnsZones')]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "azure-monitor-privatelink-scope-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateLinkScopeName": { + "value": "[format('pls-{0}', variables('resourceBaseNameFinal'))]" + }, + "privateLinkScopedResources": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]", + "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.id.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "3076000571800932587" + } + }, + "parameters": { + "privateLinkScopeName": { + "type": "string" + }, + "privateLinkScopedResources": { + "type": "array", + "defaultValue": [] + }, + "queryAccessMode": { + "type": "string", + "defaultValue": "Open" + }, + "ingestionAccessMode": { + "type": "string", + "defaultValue": "PrivateOnly" + } + }, + "resources": [ + { + "type": "microsoft.insights/privateLinkScopes", + "apiVersion": "2021-07-01-preview", + "name": "[parameters('privateLinkScopeName')]", + "location": "global", + "properties": { + "accessModeSettings": { + "queryAccessMode": "[parameters('queryAccessMode')]", + "ingestionAccessMode": "[parameters('ingestionAccessMode')]" + } + } + }, + { + "copy": { + "name": "scopedResources", + "count": "[length(parameters('privateLinkScopedResources'))]" + }, + "type": "Microsoft.Insights/privateLinkScopes/scopedResources", + "apiVersion": "2021-07-01-preview", + "name": "[format('{0}/{1}', parameters('privateLinkScopeName'), uniqueString(parameters('privateLinkScopedResources')[copyIndex()]))]", + "properties": { + "linkedResourceId": "[parameters('privateLinkScopedResources')[copyIndex()]]" + }, + "dependsOn": [ + "[resourceId('microsoft.insights/privateLinkScopes', parameters('privateLinkScopeName'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('privateLinkScopeName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('microsoft.insights/privateLinkScopes', parameters('privateLinkScopeName'))]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "cosmosDb-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}cosmos-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "Sql" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.cosmosDbPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "13518705746136222913" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "blob-storage-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}blob-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "blob" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.blobStoragePrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "13518705746136222913" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'storage-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "ai-search-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}search-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "searchService" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.aiSearchPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "13518705746136222913" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aisearch-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "privatelink-scope-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}pls-{1}', variables('abbrs').privateEndpoint, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'azure-monitor-privatelink-scope-deployment'), '2022-09-01').outputs.id.value), createObject('value', ''))]", + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "azuremonitor" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.azureMonitorPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.13.18514", + "templateHash": "13518705746136222913" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'azure-monitor-privatelink-scope-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + } + ], + "outputs": { + "azure_location": { + "type": "string", + "value": "[parameters('location')]" + }, + "azure_tenant_id": { + "type": "string", + "value": "[tenant().tenantId]" + }, + "azure_ai_search_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_acr_login_server": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.loginServer.value]" + }, + "azure_acr_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_controlplanefqdn": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.controlPlaneFqdn.value]" + }, + "azure_aks_managed_rg": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.managedResourceGroup.value]" + }, + "azure_aks_service_account_name": { + "type": "string", + "value": "[variables('aksServiceAccountName')]" + }, + "azure_aoai_endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.openAiEndpoint.value]" + }, + "azure_aoai_llm_model": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModel.value]" + }, + "azure_aoai_llm_model_deployment_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelDeploymentName.value]" + }, + "azure_aoai_llm_model_api_version": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelApiVersion.value]" + }, + "azure_aoai_embedding_model": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModel.value]" + }, + "azure_aoai_embedding_model_deployment_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelDeploymentName.value]" + }, + "azure_aoai_embedding_model_api_version": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelApiVersion.value]" + }, + "azure_apim_gateway_url": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.apimGatewayUrl.value]" + }, + "azure_apim_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_app_hostname": { + "type": "string", + "value": "[variables('appHostname')]" + }, + "azure_app_url": { + "type": "string", + "value": "[variables('appUrl')]" + }, + "azure_app_insights_connection_string": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.connectionString.value]" + }, + "azure_cosmosdb_endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.endpoint.value]" + }, + "azure_cosmosdb_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_cosmosdb_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "azure_dns_zone_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_private_dns_zones": { + "type": "array", + "value": "[if(parameters('enablePrivateEndpoints'), union(reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.privateDnsZones.value, createArray(reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value)), createArray())]" + }, + "azure_storage_account": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account_blob_url": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.primaryEndpoints.value.blob]" + }, + "azure_workload_identity_client_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.clientId.value]" + }, + "azure_workload_identity_principal_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "azure_workload_identity_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.name.value]" + } + } +} \ No newline at end of file diff --git a/infra/managed-app/managed-app.zip b/infra/managed-app/managed-app.zip new file mode 100644 index 0000000000000000000000000000000000000000..d28a2c2b029bc89c2da2831f1f48aa464de412d7 GIT binary patch literal 31357 zcmZ6xV~j3bux{J7ZQHhO+qP{Rt8J_{SKGF2+t%CG{dThNImwwbl}i1Y|He!z&rp&D z1w#XZ`tSB@G3WsO?=eOP0>T6$0y1?mH+C~uw-z(Euy(L^vvzb~uyJ*CP*;Nog4FVl zu(bZK{-?Wp!2$t;Jp%&){r4CU(2mxg<0cbQz*${=qfB_EH0V`pt>ZsA_0mQ|dv9Sm zmSdRwT&@=UNsWiTIRy|hibOke`?ieq;XQv(%RtXoS3}Y9P1IuOw{;%jRk2B>Ts#5_ 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00000000..5ed5b27b --- /dev/null +++ b/infra/managed-app/openapi.json @@ -0,0 +1 @@ +{"openapi":"3.1.0","info":{"title":"GraphRAG","version":"v0.0.0"},"paths":{"/data":{"get":{"tags":["Data Management"],"summary":"Get all data storage containers.","description":"Retrieve a list of all data storage containers.","operationId":"get_all_data_storage_containers_data_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/StorageNameList"}}}}}},"post":{"tags":["Data Management"],"summary":"Upload data to a data storage container","description":"Create a data storage container in Azure and upload files to it.\n\nArgs:\n files (List[UploadFile]): A list of files to be uploaded.\n storage_name (str): The name of the Azure Blob Storage container to which files will be uploaded.\n overwrite (bool): Whether to overwrite existing files with the same name. 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name: $deployName" + az group create -l eastus2 -n "$rggoup" + local AZURE_DEPLOY_RESULTS=$(az deployment group create --name "$deployName" \ + --no-prompt \ + --resource-group "$rggoup" \ + --mode Incremental \ + --template-file ./main.bicep \ + --parameters "resourceBaseName=$rggoup" \ + --parameters "resourceGroup=$rggoup" \ + --parameters "apimName=$rggoup" \ + --parameters "apimTier=Developer" \ + --parameters "apiPublisherName=harjsin" \ + --parameters "apiPublisherEmail=harjsin@microsoft.com" \ + --parameters "enablePrivateEndpoints=false" \ + --output json) + # errors in deployment may not be caught by exitIfCommandFailed function so we also check the output for errors + exitIfCommandFailed $? "Error deploying Azure resources..." + exitIfValueEmpty "$AZURE_DEPLOY_RESULTS" "Error deploying Azure resources..." + AZURE_OUTPUTS=$(jq -r .properties.outputs <<< "$AZURE_DEPLOY_RESULTS") + exitIfCommandFailed $? "Error parsing outputs from Azure deployment..." + exitIfValueEmpty "$AZURE_OUTPUTS" "Error parsing outputs from Azure deployment..." +} + + +deployAzureResources + diff --git a/openapi.json b/openapi.json new file mode 100644 index 00000000..aa507f6e --- /dev/null +++ b/openapi.json @@ -0,0 +1 @@ +{"openapi":"3.1.0","info":{"title":"GraphRAG","version":"v0.0.0"},"paths":{"/data":{"get":{"tags":["Data Management"],"summary":"Get all data storage containers.","description":"Retrieve a list of all data storage containers.","operationId":"get_all_data_storage_containers_data_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{"$ref":"#/components/schemas/StorageNameList"}}}}}},"post":{"tags":["Data Management"],"summary":"Upload data to a data storage container","description":"Create a data storage container in Azure and upload files to it.\n\nArgs:\n files (List[UploadFile]): A list of files to be uploaded.\n storage_name (str): The name of the Azure Blob Storage container to which files will be uploaded.\n overwrite (bool): Whether to overwrite existing files with the same name. 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health check","description":"Returns a 200 response to indicate the API is healthy.","operationId":"health_check_health_get","responses":{"200":{"description":"Successful Response","content":{"application/json":{"schema":{}}}}}}}},"components":{"schemas":{"BaseResponse":{"properties":{"status":{"type":"string","title":"Status"}},"type":"object","required":["status"],"title":"BaseResponse"},"Body_setup_indexing_pipeline_index_post":{"properties":{"entity_extraction_prompt":{"anyOf":[{"type":"string","format":"binary"},{"type":"null"}],"title":"Entity Extraction Prompt"},"community_report_prompt":{"anyOf":[{"type":"string","format":"binary"},{"type":"null"}],"title":"Community Report Prompt"},"summarize_descriptions_prompt":{"anyOf":[{"type":"string","format":"binary"},{"type":"null"}],"title":"Summarize Descriptions Prompt"}},"type":"object","title":"Body_setup_indexing_pipeline_index_post"},"Body_upload_files_data_post":{"properties":{"files":{"items":{"type":"string","format":"binary"},"type":"array","title":"Files"}},"type":"object","required":["files"],"title":"Body_upload_files_data_post"},"ClaimResponse":{"properties":{"covariate_type":{"type":"string","title":"Covariate Type"},"type":{"type":"string","title":"Type"},"description":{"type":"string","title":"Description"},"subject_id":{"type":"string","title":"Subject Id"},"object_id":{"type":"string","title":"Object Id"},"source_text":{"type":"string","title":"Source Text"},"text_unit_id":{"type":"string","title":"Text Unit Id"},"document_ids":{"items":{"type":"string"},"type":"array","title":"Document Ids"}},"type":"object","required":["covariate_type","type","description","subject_id","object_id","source_text","text_unit_id","document_ids"],"title":"ClaimResponse"},"EntityResponse":{"properties":{"name":{"type":"string","title":"Name"},"description":{"type":"string","title":"Description"},"text_units":{"items":{"type":"string"},"type":"array","title":"Text Units"}},"type":"object","required":["name","description","text_units"],"title":"EntityResponse"},"GraphRequest":{"properties":{"index_name":{"anyOf":[{"type":"string"},{"items":{"type":"string"},"type":"array"}],"title":"Index Name"},"query":{"type":"string","title":"Query"},"community_level":{"anyOf":[{"type":"integer"},{"type":"null"}],"title":"Community Level"}},"type":"object","required":["index_name","query"],"title":"GraphRequest"},"GraphResponse":{"properties":{"result":{"title":"Result"},"context_data":{"title":"Context Data"}},"type":"object","required":["result","context_data"],"title":"GraphResponse"},"HTTPValidationError":{"properties":{"detail":{"items":{"$ref":"#/components/schemas/ValidationError"},"type":"array","title":"Detail"}},"type":"object","title":"HTTPValidationError"},"IndexNameList":{"properties":{"index_name":{"items":{"type":"string"},"type":"array","title":"Index Name"}},"type":"object","required":["index_name"],"title":"IndexNameList"},"IndexStatusResponse":{"properties":{"status_code":{"type":"integer","title":"Status Code"},"index_name":{"type":"string","title":"Index Name"},"storage_name":{"type":"string","title":"Storage Name"},"status":{"type":"string","title":"Status"},"percent_complete":{"type":"number","title":"Percent Complete"},"progress":{"type":"string","title":"Progress"}},"type":"object","required":["status_code","index_name","storage_name","status","percent_complete","progress"],"title":"IndexStatusResponse"},"RelationshipResponse":{"properties":{"source":{"type":"string","title":"Source"},"source_id":{"type":"integer","title":"Source Id"},"target":{"type":"string","title":"Target"},"target_id":{"type":"integer","title":"Target Id"},"description":{"type":"string","title":"Description"},"text_units":{"items":{"type":"string"},"type":"array","title":"Text Units"}},"type":"object","required":["source","source_id","target","target_id","description","text_units"],"title":"RelationshipResponse"},"ReportResponse":{"properties":{"text":{"type":"string","title":"Text"}},"type":"object","required":["text"],"title":"ReportResponse"},"StorageNameList":{"properties":{"storage_name":{"items":{"type":"string"},"type":"array","title":"Storage Name"}},"type":"object","required":["storage_name"],"title":"StorageNameList"},"TextUnitResponse":{"properties":{"text":{"type":"string","title":"Text"},"source_document":{"type":"string","title":"Source Document"}},"type":"object","required":["text","source_document"],"title":"TextUnitResponse"},"ValidationError":{"properties":{"loc":{"items":{"anyOf":[{"type":"string"},{"type":"integer"}]},"type":"array","title":"Location"},"msg":{"type":"string","title":"Message"},"type":{"type":"string","title":"Error Type"}},"type":"object","required":["loc","msg","type"],"title":"ValidationError"}}}} \ No newline at end of file From 964b536291b24f826b5ef3d8c3c3544e3931cb2a Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Tue, 11 Feb 2025 15:56:52 -0400 Subject: [PATCH 24/28] updated for build --- infra/mainTemplate.json | 5469 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 5469 insertions(+) create mode 100644 infra/mainTemplate.json diff --git a/infra/mainTemplate.json b/infra/mainTemplate.json new file mode 100644 index 00000000..e8f96874 --- /dev/null +++ b/infra/mainTemplate.json @@ -0,0 +1,5469 @@ +{ + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "9942415607713496570" + } + }, + "parameters": { + "resourceGroup": { + "type": "string", + "minLength": 1, + "maxLength": 64, + "metadata": { + "description": "Name of the resource group that GraphRAG will be deployed in." + } + }, + "resourceBaseName": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Unique name to append to each resource" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Cloud region for all resources" + } + }, + "apiPublisherName": { + "type": "string", + "defaultValue": "Microsoft", + "minLength": 1, + "metadata": { + "description": "Name of the publisher of the API Management instance." + } + }, + "apiPublisherEmail": { + "type": "string", + "defaultValue": "publisher@microsoft.com", + "minLength": 1, + "metadata": { + "description": "Email address of the publisher of the API Management instance." + } + }, + "aksNamespace": { + "type": "string", + "defaultValue": "graphrag", + "metadata": { + "description": "The AKS namespace to install GraphRAG in." + } + }, + "enablePrivateEndpoints": { + "type": "bool", + "defaultValue": true, + "metadata": { + "description": "Whether to enable private endpoints." + } + }, + "restoreAPIM": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Whether to restore the API Management instance." + } + }, + "apimTier": { + "type": "string", + "defaultValue": "Developer" + }, + "apimName": { + "type": "string", + "defaultValue": "" + }, + "acrName": { + "type": "string", + "defaultValue": "" + }, + "storageAccountName": { + "type": "string", + "defaultValue": "" + }, + "cosmosDbName": { + "type": "string", + "defaultValue": "" + }, + "aiSearchName": { + "type": "string", + "defaultValue": "" + }, + "utcString": { + "type": "string", + "defaultValue": "[utcNow()]" + }, + "graphragimage": { + "type": "string", + "defaultValue": "graphragbackend" + }, + "graphragimageversion": { + "type": "string", + "defaultValue": "latest" + }, + "llmModelName": { + "type": "string", + "defaultValue": "gpt-4o", + "allowedValues": [ + "gpt-4o", + "gpt-4o-mini" + ], + "metadata": { + "description": "Name of the AOAI LLM model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models" + } + }, + "llmModelVersion": { + "type": "string", + "defaultValue": "2024-08-06", + "metadata": { + "description": "Version of the AOAI LLM model to use." + } + }, + "llmModelQuota": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "metadata": { + "description": "Quota of the AOAI LLM model to use." + } + }, + "embeddingModelName": { + "type": "string", + "defaultValue": "text-embedding-ada-002", + "allowedValues": [ + "text-embedding-ada-002", + "text-embedding-3-large" + ], + "metadata": { + "description": "Name of the AOAI embedding model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models" + } + }, + "embeddingModelVersion": { + "type": "string", + "defaultValue": "2" + }, + "embeddingModelQuota": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "metadata": { + "description": "Quota of the AOAI embedding model to use." + } + }, + "publicStorageAccountName": { + "type": "string", + "defaultValue": "" + }, + "publicStorageAccountKey": { + "type": "securestring", + "defaultValue": "" + } + }, + "variables": { + "$fxv#0": { + "analysisServicesServers": "as", + "apiManagementService": "apim-", + "appConfigurationConfigurationStores": "appcs-", + "appContainerApps": "ca-", + "appManagedEnvironments": "cae-", + "authorizationPolicyDefinitions": "policy-", + "automationAutomationAccounts": "aa-", + "azureOpenAI": "aoai-", + "blueprintBlueprints": "bp-", + "blueprintBlueprintsArtifacts": "bpa-", + "cacheRedis": "redis-", + "cdnProfiles": "cdnp-", + "cdnProfilesEndpoints": "cdne-", + "cognitiveServicesAccounts": "cog-", + "cognitiveServicesFormRecognizer": "cog-fr-", + "cognitiveServicesTextAnalytics": "cog-ta-", + "computeAvailabilitySets": "avail-", + "computeCloudServices": "cld-", + "computeDiskEncryptionSets": "des", + "computeDisks": "disk", + "computeDisksOs": "osdisk", + "computeGalleries": "gal", + "computeSnapshots": "snap-", + "computeVirtualMachineScaleSets": "vmss-", + "computeVirtualMachines": "vm", + "containerInstanceContainerGroups": "ci", + "containerRegistryRegistries": "cr", + "containerServiceManagedClusters": "aks-", + "dBforMySQLServers": "mysql-", + "dBforPostgreSQLServers": "psql-", + "dataFactoryFactories": "adf-", + "dataLakeAnalyticsAccounts": "dla", + "dataLakeStoreAccounts": "dls", + "dataMigrationServices": "dms-", + "databricksWorkspaces": "dbw-", + "devicesIotHubs": "iot-", + "devicesProvisioningServices": "provs-", + "devicesProvisioningServicesCertificates": "pcert-", + "documentDBDatabaseAccounts": "cosmos-", + "eventGridDomains": "evgd-", + "eventGridDomainsTopics": "evgt-", + "eventGridEventSubscriptions": "evgs-", + "eventHubNamespaces": "evhns-", + "eventHubNamespacesEventHubs": "evh-", + "hdInsightClustersHadoop": "hadoop-", + "hdInsightClustersHbase": "hbase-", + "hdInsightClustersKafka": "kafka-", + "hdInsightClustersMl": "mls-", + "hdInsightClustersSpark": "spark-", + "hdInsightClustersStorm": "storm-", + "hybridComputeMachines": "arcs-", + "insightsActionGroups": "ag-", + "insightsComponents": "appi-", + "keyVaultVaults": "kv-", + "kubernetesConnectedClusters": "arck", + "kustoClusters": "dec", + "kustoClustersDatabases": "dedb", + "logicIntegrationAccounts": "ia-", + "logicWorkflows": "logic-", + "machineLearningServicesWorkspaces": "mlw-", + "managedIdentityUserAssignedIdentities": "id-", + "managementManagementGroups": "mg-", + "migrateAssessmentProjects": "migr-", + "networkApplicationGateways": "agw-", + "networkApplicationSecurityGroups": "asg-", + "networkAzureFirewalls": "afw-", + "networkBastionHosts": "bas-", + "networkConnections": "con-", + "networkDnsZones": "dnsz-", + "networkExpressRouteCircuits": "erc-", + "networkFirewallPolicies": "afwp-", + "networkFirewallPoliciesRuleGroups": "wafrg", + "networkFirewallPoliciesWebApplication": "waf", + "networkFrontDoors": "fd-", + "networkFrontdoorWebApplicationFirewallPolicies": "fdfp-", + "networkLoadBalancersExternal": "lbe-", + "networkLoadBalancersInboundNatRules": "rule-", + "networkLoadBalancersInternal": "lbi-", + "networkLocalNetworkGateways": "lgw-", + "networkNatGateways": "ng-", + "networkNetworkInterfaces": "nic-", + "networkNetworkSecurityGroups": "nsg-", + "networkNetworkSecurityGroupsSecurityRules": "nsgsr-", + "networkNetworkWatchers": "nw-", + "networkPrivateDnsZones": "pdnsz-", + "networkPrivateLinkServices": "pl-", + "networkPublicIPAddresses": "pip-", + "networkPublicIPPrefixes": "ippre-", + "networkRouteFilters": "rf-", + "networkRouteTables": "rt-", + "networkRouteTablesRoutes": "udr-", + "networkTrafficManagerProfiles": "traf-", + "networkVirtualNetworkGateways": "vgw-", + "networkVirtualNetworks": "vnet-", + "networkVirtualNetworksSubnets": "snet-", + "networkVirtualNetworksVirtualNetworkPeerings": "peer-", + "networkVirtualWans": "vwan-", + "networkVpnGateways": "vpng-", + "networkVpnGatewaysVpnConnections": "vcn-", + "networkVpnGatewaysVpnSites": "vst-", + "notificationHubsNamespaces": "ntfns-", + "notificationHubsNamespacesNotificationHubs": "ntf-", + "operationalInsightsWorkspaces": "log-", + "portalDashboards": "dash-", + "powerBIDedicatedCapacities": "pbi-", + "privateEndpoint": "pep-", + "purviewAccounts": "pview-", + "recoveryServicesVaults": "rsv-", + "resourcesResourceGroups": "rg-", + "searchSearchServices": "srch-", + "serviceBusNamespaces": "sb-", + "serviceBusNamespacesQueues": "sbq-", + "serviceBusNamespacesTopics": "sbt-", + "serviceEndPointPolicies": "se-", + "serviceFabricClusters": "sf-", + "signalRServiceSignalR": "sigr", + "sqlManagedInstances": "sqlmi-", + "sqlServers": "sql-", + "sqlServersDataWarehouse": "sqldw-", + "sqlServersDatabases": "sqldb-", + "sqlServersDatabasesStretch": "sqlstrdb-", + "storSimpleManagers": "ssimp", + "storageStorageAccounts": "st", + "storageStorageAccountsVm": "stvm", + "streamAnalyticsCluster": "asa-", + "synapseWorkspaces": "syn", + "synapseWorkspacesAnalyticsWorkspaces": "synw", + "synapseWorkspacesSqlPoolsDedicated": "syndp", + "synapseWorkspacesSqlPoolsSpark": "synsp", + "timeSeriesInsightsEnvironments": "tsi-", + "webServerFarms": "plan-", + "webSitesAppService": "app-", + "webSitesAppServiceEnvironment": "ase-", + "webSitesFunctions": "func-", + "webStaticSites": "stapp-" + }, + "$fxv#1": "#!/bin/bash\n# Install kubectl\nset -e\naz aks install-cli --only-show-errors\n \n\n# Get AKS credentials\naz aks get-credentials \\\n --admin \\\n --name $AZURE_AKS_NAME \\\n --resource-group $AZURE_RESOURCE_GROUP --only-show-errors\n\n# Check if the cluster is private or not\n\n# Assign a value to aksNamespace\naksNamespace=\"graphrag\"\n\n# Install Helm\ncurl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 -o get_helm.sh -s\nchmod 700 get_helm.sh\n./get_helm.sh &>/dev/null\n\n# Add Helm repos\nhelm repo add prometheus-community https://prometheus-community.github.io/helm-charts\nhelm repo add ingress-nginx https://kubernetes.github.io/ingress-nginx\n\n# Update Helm repos\nhelm repo update\n\nhelm pull oci://graphrag.azurecr.io/graphrag --untar\n\n \nhelm upgrade -i graphrag ./graphrag -f ./graphrag/values.yaml \\\n --namespace $aksNamespace --create-namespace \\\n --set \"serviceAccount.name=$AZURE_AKS_SERVICE_ACCOUNT_NAME\" \\\n --set \"serviceAccount.annotations.azure\\.workload\\.identity/client-id=$AZURE_WORKLOAD_IDENTITY_CLIENT_ID\" \\\n --set \"master.image.repository=graphrag.azurecr.io/$IMAGE_NAME\" \\\n --set \"master.image.tag=$IMAGE_VERSION\" \\\n --set \"ingress.host=$AZURE_APP_HOSTNAME\" \\\n --set \"graphragConfig.APPLICATIONINSIGHTS_CONNECTION_STRING=$APP_INSIGHTS_CONNECTION_STRING\" \\\n --set \"graphragConfig.AI_SEARCH_URL=https://$AI_SEARCH_NAME.search.windows.net\" \\\n --set \"graphragConfig.COSMOS_URI_ENDPOINT=$AZURE_COSMOSDB_ENDPOINT\" \\\n --set \"graphragConfig.GRAPHRAG_API_BASE=$AZURE_OPENAI_ENDPOINT\" \\\n --set \"graphragConfig.GRAPHRAG_API_VERSION=$AZURE_AOAI_LLM_MODEL_API_VERSION\" \\\n --set \"graphragConfig.GRAPHRAG_LLM_MODEL=$AZURE_AOAI_LLM_MODEL\"\\\n --set \"graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME\" \\\n --set \"graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$AZURE_AOAI_EMBEDDING_MODEL\" \\\n --set \"graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME\" \\\n --set \"graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE\" \\\n --set \"graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$AZURE_STORAGE_ACCOUNT_BLOB_URL\"\n\n \n\n\n\n", + "resourceBaseNameFinal": "[if(not(empty(parameters('resourceBaseName'))), parameters('resourceBaseName'), toLower(uniqueString(format('{0}/resourceGroups/{1}', subscription().id, parameters('resourceGroup')))))]", + "abbrs": "[variables('$fxv#0')]", + "tags": { + "azd-env-name": "[parameters('resourceGroup')]" + }, + "workloadIdentityName": "[format('{0}{1}', variables('abbrs').managedIdentityUserAssignedIdentities, variables('resourceBaseNameFinal'))]", + "aksServiceAccountName": "[format('{0}-workload-sa', parameters('aksNamespace'))]", + "workloadIdentitySubject": "[format('system:serviceaccount:{0}:{1}', parameters('aksNamespace'), variables('aksServiceAccountName'))]", + "dnsDomain": "graphrag.io", + "appHostname": "[format('graphrag.{0}', variables('dnsDomain'))]", + "appUrl": "[format('http://{0}', variables('appHostname'))]", + "roles": { + "acrPull": "[resourceId('Microsoft.Authorization/roleDefinitions', '7f951dda-4ed3-4680-a7ca-43fe172d538d')]", + "networkContributor": "[resourceId('Microsoft.Authorization/roleDefinitions', '4d97b98b-1d4f-4787-a291-c67834d212e7')]", + "privateDnsZoneContributor": "[resourceId('Microsoft.Authorization/roleDefinitions', 'b12aa53e-6015-4669-85d0-8515ebb3ae7f')]" + } + }, + "resources": [ + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-workload-identity-rbac-assignments", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "principalId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "principalType": { + "value": "ServicePrincipal" + }, + "cosmosDbName": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "15674161325892705676" + } + }, + "parameters": { + "principalId": { + "type": "string", + "metadata": { + "description": "ID of the service principal to assign the RBAC roles to." + } + }, + "principalType": { + "type": "string", + "allowedValues": [ + "ServicePrincipal", + "User", + "Group", + "Device", + "ForeignGroup" + ], + "metadata": { + "description": "Type of principal to assign the RBAC roles to." + } + }, + "cosmosDbName": { + "type": "string", + "metadata": { + "description": "Name of an existing CosmosDB resource." + } + } + }, + "variables": { + "roleDefinitions": [ + { + "id": "ba92f5b4-2d11-453d-a403-e96b0029c9fe" + }, + { + "id": "b24988ac-6180-42a0-ab88-20f7382dd24c" + }, + { + "id": "8ebe5a00-799e-43f5-93ac-243d3dce84a7" + }, + { + "id": "1407120a-92aa-4202-b7e9-c0e197c71c8f" + }, + { + "id": "a001fd3d-188f-4b5d-821b-7da978bf7442" + }, + { + "id": "3913510d-42f4-4e42-8a64-420c390055eb" + } + ], + "customRoleName": "Custom cosmosDB role for graphrag - adds read/write permissions at the database and container level" + }, + "resources": [ + { + "copy": { + "name": "roleAssignment", + "count": "[length(variables('roleDefinitions'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "name": "[guid(subscription().subscriptionId, resourceGroup().name, parameters('principalId'), parameters('principalType'), variables('roleDefinitions')[copyIndex()].id)]", + "properties": { + "principalId": "[parameters('principalId')]", + "principalType": "[parameters('principalType')]", + "roleDefinitionId": "[resourceId('Microsoft.Authorization/roleDefinitions', variables('roleDefinitions')[copyIndex()].id)]" + } + }, + { + "type": "Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions", + "apiVersion": "2024-12-01-preview", + "name": "[format('{0}/{1}', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]", + "properties": { + "roleName": "[variables('customRoleName')]", + "type": "CustomRole", + "assignableScopes": [ + "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + ], + "permissions": [ + { + "dataActions": [ + "Microsoft.DocumentDB/databaseAccounts/readMetadata", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers/*", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/containers/items/*", + "Microsoft.DocumentDB/databaseAccounts/sqlDatabases/write" + ] + } + ] + } + }, + { + "type": "Microsoft.DocumentDB/databaseAccounts/sqlRoleAssignments", + "apiVersion": "2024-12-01-preview", + "name": "[format('{0}/{1}', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName'))), parameters('principalId')))]", + "properties": { + "principalId": "[parameters('principalId')]", + "roleDefinitionId": "[resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]", + "scope": "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + }, + "dependsOn": [ + "[resourceId('Microsoft.DocumentDB/databaseAccounts/sqlRoleDefinitions', parameters('cosmosDbName'), guid(subscription().subscriptionId, resourceGroup().name, resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), variables('customRoleName')))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-rbac-assignments", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "roleAssignments": { + "value": [ + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.kubeletPrincipalId.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').acrPull]" + }, + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.ingressWebAppIdentity.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').privateDnsZoneContributor]" + }, + { + "principalId": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.systemIdentity.value]", + "principalType": "ServicePrincipal", + "roleDefinitionId": "[variables('roles').networkContributor]" + } + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13254511464568135903" + } + }, + "parameters": { + "roleAssignments": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Array of objects with fields principalId, principalType, roleDefinitionId" + } + } + }, + "resources": [ + { + "copy": { + "name": "roleAssignment", + "count": "[length(parameters('roleAssignments'))]" + }, + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "name": "[guid(subscription().subscriptionId, resourceGroup().name, parameters('roleAssignments')[copyIndex()].principalId, parameters('roleAssignments')[copyIndex()].principalType, parameters('roleAssignments')[copyIndex()].roleDefinitionId)]", + "properties": "[parameters('roleAssignments')[copyIndex()]]" + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "log-analytics-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[format('{0}{1}', variables('abbrs').operationalInsightsWorkspaces, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccessForIngestion": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "11258206015777241921" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the Log Analytics resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Log Analytics resource." + } + }, + "publicNetworkAccessForIngestion": { + "type": "string", + "defaultValue": "Disabled", + "metadata": { + "description": "The public network access for ingestion." + } + } + }, + "resources": [ + { + "type": "Microsoft.OperationalInsights/workspaces", + "apiVersion": "2022-10-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "properties": { + "retentionInDays": 30, + "publicNetworkAccessForIngestion": "[parameters('publicNetworkAccessForIngestion')]", + "publicNetworkAccessForQuery": "Enabled", + "features": { + "immediatePurgeDataOn30Days": true + } + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.OperationalInsights/workspaces', parameters('name'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "nsg-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "nsgName": { + "value": "[format('{0}{1}', variables('abbrs').networkNetworkSecurityGroups, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "16619124547797522615" + } + }, + "parameters": { + "nsgName": { + "type": "string", + "defaultValue": "[format('apim-nsg-{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "Name of the NSG for the API Management service." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + } + }, + "resources": [ + { + "type": "Microsoft.Network/networkSecurityGroups", + "apiVersion": "2024-01-01", + "name": "[parameters('nsgName')]", + "location": "[parameters('location')]", + "properties": { + "securityRules": [ + { + "name": "Client_communication_to_API_Management", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "80", + "sourceAddressPrefix": "Internet", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 100, + "direction": "Inbound" + } + }, + { + "name": "Secure_Client_communication_to_API_Management", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "Internet", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 110, + "direction": "Inbound" + } + }, + { + "name": "Management_endpoint_for_Azure_portal_and_Powershell", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "3443", + "sourceAddressPrefix": "ApiManagement", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 120, + "direction": "Inbound" + } + }, + { + "name": "Dependency_on_Redis_Cache", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6381-6383", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 130, + "direction": "Inbound" + } + }, + { + "name": "Dependency_to_sync_Rate_Limit_Inbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "4290", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 135, + "direction": "Inbound" + } + }, + { + "name": "Dependency_on_Azure_SQL", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "1433", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Sql", + "access": "Allow", + "priority": 140, + "direction": "Outbound" + } + }, + { + "name": "Dependency_for_Log_to_event_Hub_policy", + "properties": { + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "5671", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "EventHub", + "access": "Allow", + "priority": 150, + "direction": "Outbound" + } + }, + { + "name": "Dependency_on_Redis_Cache_outbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6381-6383", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 160, + "direction": "Outbound" + } + }, + { + "name": "Depenedency_To_sync_RateLimit_Outbound", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "4290", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 165, + "direction": "Outbound" + } + }, + { + "name": "Dependency_on_Azure_File_Share_for_GIT", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "445", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Storage", + "access": "Allow", + "priority": 170, + "direction": "Outbound" + } + }, + { + "name": "Azure_Infrastructure_Load_Balancer", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "6390", + "sourceAddressPrefix": "AzureLoadBalancer", + "destinationAddressPrefix": "VirtualNetwork", + "access": "Allow", + "priority": 180, + "direction": "Inbound" + } + }, + { + "name": "Publish_DiagnosticLogs_And_Metrics", + "properties": { + "description": "API Management logs and metrics for consumption by admins and your IT team are all part of the management plane", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureMonitor", + "access": "Allow", + "priority": 185, + "direction": "Outbound", + "destinationPortRanges": [ + "443", + "12000", + "1886" + ] + } + }, + { + "name": "Connect_To_SMTP_Relay_For_SendingEmails", + "properties": { + "description": "APIM features the ability to generate email traffic as part of the data plane and the management plane", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Internet", + "access": "Allow", + "priority": 190, + "direction": "Outbound", + "destinationPortRanges": [ + "25", + "587", + "25028" + ] + } + }, + { + "name": "Authenticate_To_Azure_Active_Directory", + "properties": { + "description": "Connect to Azure Active Directory for developer Portal authentication or for OAuth 2 flow during any proxy authentication", + "protocol": "Tcp", + "sourcePortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureActiveDirectory", + "access": "Allow", + "priority": 200, + "direction": "Outbound", + "destinationPortRanges": [ + "80", + "443" + ] + } + }, + { + "name": "Dependency_on_Azure_Storage", + "properties": { + "description": "API Management service dependency on Azure blob and Azure table storage", + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Storage", + "access": "Allow", + "priority": 100, + "direction": "Outbound" + } + }, + { + "name": "Publish_Monitoring_Logs", + "properties": { + "protocol": "Tcp", + "sourcePortRange": "*", + "destinationPortRange": "443", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "AzureCloud", + "access": "Allow", + "priority": 300, + "direction": "Outbound" + } + }, + { + "name": "Deny_All_Internet_Outbound", + "properties": { + "protocol": "*", + "sourcePortRange": "*", + "destinationPortRange": "*", + "sourceAddressPrefix": "VirtualNetwork", + "destinationAddressPrefix": "Internet", + "access": "Deny", + "priority": 999, + "direction": "Outbound" + } + } + ] + } + } + ], + "outputs": { + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Network/networkSecurityGroups', parameters('nsgName'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "vnet-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "vnetName": { + "value": "[format('{0}{1}', variables('abbrs').networkVirtualNetworks, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "subnetPrefix": { + "value": "[variables('abbrs').networkVirtualNetworksSubnets]" + }, + "apimTier": { + "value": "[parameters('apimTier')]" + }, + "nsgID": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'nsg-deployment'), '2022-09-01').outputs.id.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "9158217012658604749" + } + }, + "parameters": { + "vnetName": { + "type": "string", + "metadata": { + "description": "Name of the vnet resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resource will be deployed." + } + }, + "subnetPrefix": { + "type": "string", + "defaultValue": "snet-", + "metadata": { + "description": "Optional prefix to prepend to subnet names." + } + }, + "apimTier": { + "type": "string", + "allowedValues": [ + "Developer", + "StandardV2" + ], + "metadata": { + "description": "APIM tier - used to determine if subnet delegations are required." + } + }, + "nsgID": { + "type": "string", + "metadata": { + "description": "NSG resource ID." + } + } + }, + "resources": [ + { + "type": "Microsoft.Network/virtualNetworks", + "apiVersion": "2024-01-01", + "name": "[parameters('vnetName')]", + "location": "[parameters('location')]", + "properties": { + "addressSpace": { + "addressPrefixes": [ + "10.1.0.0/16" + ] + }, + "subnets": [ + { + "name": "[format('{0}apim', parameters('subnetPrefix'))]", + "properties": { + "addressPrefix": "10.1.0.0/24", + "networkSecurityGroup": { + "id": "[parameters('nsgID')]" + }, + "delegations": "[if(equals(parameters('apimTier'), 'Developer'), createArray(), createArray(createObject('name', 'Microsoft.Web/serverFarms', 'properties', createObject('serviceName', 'Microsoft.Web/serverFarms'))))]" + } + }, + { + "name": "[format('{0}aks', parameters('subnetPrefix'))]", + "properties": { + "addressPrefix": "10.1.1.0/24", + "serviceEndpoints": [ + { + "service": "Microsoft.Storage" + }, + { + "service": "Microsoft.Sql" + }, + { + "service": "Microsoft.EventHub" + } + ] + } + } + ] + } + } + ], + "outputs": { + "vnetId": { + "type": "string", + "value": "[resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName'))]" + }, + "vnetName": { + "type": "string", + "value": "[parameters('vnetName')]" + }, + "apimSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName')), '2024-01-01').subnets[0].id]" + }, + "aksSubnetId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Network/virtualNetworks', parameters('vnetName')), '2024-01-01').subnets[1].id]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'nsg-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aoai-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "openAiName": { + "value": "[format('{0}{1}', variables('abbrs').cognitiveServicesAccounts, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "llmModelName": { + "value": "[parameters('llmModelName')]" + }, + "llmModelVersion": { + "value": "[parameters('llmModelVersion')]" + }, + "llmTpmQuota": { + "value": "[parameters('llmModelQuota')]" + }, + "embeddingModelName": { + "value": "[parameters('embeddingModelName')]" + }, + "embeddingModelVersion": { + "value": "[parameters('embeddingModelVersion')]" + }, + "embeddingTpmQuota": { + "value": "[parameters('embeddingModelQuota')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "15475380690582621771" + } + }, + "parameters": { + "openAiName": { + "type": "string", + "defaultValue": "[format('openai{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "Name of the Azure OpenAI instance" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Location for the Azure OpenAI instance" + } + }, + "llmModelName": { + "type": "string", + "defaultValue": "gpt-4o", + "metadata": { + "description": "LLM model name" + } + }, + "llmModelVersion": { + "type": "string", + "metadata": { + "description": "LLM Model API version" + } + }, + "embeddingModelName": { + "type": "string", + "defaultValue": "text-embedding-ada-002", + "metadata": { + "description": "Embedding model name" + } + }, + "embeddingModelVersion": { + "type": "string", + "metadata": { + "description": "Embedding Model API version" + } + }, + "llmTpmQuota": { + "type": "int", + "defaultValue": 1, + "metadata": { + "description": "TPM quota for llm model deployment (x1000)" + } + }, + "embeddingTpmQuota": { + "type": "int", + "defaultValue": 1, + "metadata": { + "description": "TPM quota for embedding model deployment (x1000)" + } + } + }, + "resources": [ + { + "type": "Microsoft.CognitiveServices/accounts", + "apiVersion": "2024-10-01", + "name": "[parameters('openAiName')]", + "location": "[parameters('location')]", + "sku": { + "name": "S0" + }, + "kind": "OpenAI", + "properties": { + "publicNetworkAccess": "Enabled", + "disableLocalAuth": true + } + }, + { + "type": "Microsoft.CognitiveServices/accounts/deployments", + "apiVersion": "2024-10-01", + "name": "[format('{0}/{1}', parameters('openAiName'), parameters('llmModelName'))]", + "sku": { + "name": "GlobalStandard", + "capacity": "[parameters('llmTpmQuota')]" + }, + "properties": { + "model": { + "format": "OpenAI", + "name": "[parameters('llmModelName')]", + "version": "[parameters('llmModelVersion')]" + }, + "currentCapacity": "[parameters('llmTpmQuota')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName'))]" + ] + }, + { + "type": "Microsoft.CognitiveServices/accounts/deployments", + "apiVersion": "2024-10-01", + "name": "[format('{0}/{1}', parameters('openAiName'), parameters('embeddingModelName'))]", + "sku": { + "name": "Standard", + "capacity": "[parameters('embeddingTpmQuota')]" + }, + "properties": { + "model": { + "format": "OpenAI", + "name": "[parameters('embeddingModelName')]", + "version": "[parameters('embeddingModelVersion')]" + }, + "currentCapacity": "[parameters('embeddingTpmQuota')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName'))]", + "[resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('llmModelName'))]" + ] + } + ], + "outputs": { + "openAiEndpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts', parameters('openAiName')), '2024-10-01').endpoint]" + }, + "llmModel": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('llmModelName')), '2024-10-01').model.name]" + }, + "llmModelDeploymentName": { + "type": "string", + "value": "[parameters('llmModelName')]" + }, + "llmModelApiVersion": { + "type": "string", + "value": "2024-10-01" + }, + "textEmbeddingModel": { + "type": "string", + "value": "[reference(resourceId('Microsoft.CognitiveServices/accounts/deployments', parameters('openAiName'), parameters('embeddingModelName')), '2024-10-01').model.name]" + }, + "textEmbeddingModelDeploymentName": { + "type": "string", + "value": "[parameters('embeddingModelName')]" + }, + "textEmbeddingModelApiVersion": { + "type": "string", + "value": "2024-10-01" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "acr-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "registryName": "[if(not(empty(parameters('acrName'))), createObject('value', parameters('acrName')), createObject('value', format('{0}{1}', variables('abbrs').containerRegistryRegistries, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "3579514199569414551" + } + }, + "parameters": { + "registryName": { + "type": "string", + "metadata": { + "description": "The name of the Container Registry resource. Will be automatically generated if not provided." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Container Registry resource." + } + } + }, + "resources": [ + { + "type": "Microsoft.ContainerRegistry/registries", + "apiVersion": "2023-11-01-preview", + "name": "[parameters('registryName')]", + "location": "[parameters('location')]", + "sku": { + "name": "Standard" + }, + "properties": { + "adminUserEnabled": false, + "encryption": { + "status": "disabled" + }, + "dataEndpointEnabled": false, + "publicNetworkAccess": "Enabled", + "networkRuleBypassOptions": "AzureServices", + "zoneRedundancy": "Disabled", + "anonymousPullEnabled": false, + "metadataSearch": "Disabled" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('registryName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ContainerRegistry/registries', parameters('registryName'))]" + }, + "loginServer": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerRegistry/registries', parameters('registryName')), '2023-11-01-preview').loginServer]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aks-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "clusterName": { + "value": "[format('{0}{1}', variables('abbrs').containerServiceManagedClusters, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "graphragVMSize": { + "value": "standard_d8s_v5" + }, + "graphragIndexingVMSize": { + "value": "standard_e8s_v5" + }, + "clusterAdmins": { + "value": null + }, + "logAnalyticsWorkspaceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "privateDnsZoneName": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "4262586997141187053" + } + }, + "parameters": { + "clusterName": { + "type": "string", + "metadata": { + "description": "The name of the Managed Cluster resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Managed Cluster resource." + } + }, + "logAnalyticsWorkspaceId": { + "type": "string", + "metadata": { + "description": "The workspace id of the Log Analytics resource." + } + }, + "autoUpgradeProfile": { + "type": "object", + "defaultValue": { + "nodeOsUpgradeChannel": "NodeImage", + "upgradeChannel": "stable" + }, + "metadata": { + "description": "The auto-upgrade profile." + } + }, + "dnsPrefix": { + "type": "string", + "defaultValue": "", + "metadata": { + "description": "Optional DNS prefix to use with hosted Kubernetes API server FQDN." + } + }, + "systemOsDiskSizeGB": { + "type": "int", + "defaultValue": 128, + "minValue": 0, + "maxValue": 1023, + "metadata": { + "description": "Disk size (in GB) to provision for each of the agent pool nodes. This value ranges from 0 to 1023. Specifying 0 will apply the default disk size for that agentVMSize." + } + }, + "systemNodeCount": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 20, + "metadata": { + "description": "The number of nodes for the system node pool." + } + }, + "systemVMSize": { + "type": "string", + "defaultValue": "standard_d4s_v5", + "metadata": { + "description": "The size of the system Virtual Machine." + } + }, + "graphragNodeCount": { + "type": "int", + "defaultValue": 1, + "minValue": 1, + "maxValue": 50, + "metadata": { + "description": "The number of nodes for the graphrag node pool." + } + }, + "graphragVMSize": { + "type": "string", + "defaultValue": "standard_d8s_v5", + "metadata": { + "description": "The VM size of nodes running the GraphRAG API." + } + }, + "graphragIndexingVMSize": { + "type": "string", + "defaultValue": "standard_e8s_v5", + "metadata": { + "description": "The VM size of nodes running GraphRAG indexing jobs." + } + }, + "enableEncryptionAtHost": { + "type": "bool", + "defaultValue": false, + "metadata": { + "description": "Enable encryption at host" + } + }, + "subnetId": { + "type": "string" + }, + "privateDnsZoneName": { + "type": "string" + }, + "clusterAdmins": { + "type": "array", + "defaultValue": [], + "metadata": { + "description": "Array of object ids that will have admin role of the cluster" + } + } + }, + "resources": [ + { + "type": "Microsoft.ContainerService/managedClusters/agentPools", + "apiVersion": "2024-02-01", + "name": "[format('{0}/{1}', parameters('clusterName'), 'graphrag')]", + "properties": { + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 1, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": "[parameters('graphragNodeCount')]", + "vmSize": "[parameters('graphragVMSize')]", + "osType": "Linux", + "mode": "User", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "nodeLabels": { + "workload": "graphrag" + }, + "tags": { + "workload": "graphrag" + }, + "type": "VirtualMachineScaleSets" + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters/agentPools", + "apiVersion": "2024-02-01", + "name": "[format('{0}/{1}', parameters('clusterName'), 'indexing')]", + "properties": { + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 0, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": 0, + "vmSize": "[parameters('graphragIndexingVMSize')]", + "osType": "Linux", + "mode": "User", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "nodeLabels": { + "workload": "graphrag-indexing" + }, + "tags": { + "workload": "graphrag" + }, + "type": "VirtualMachineScaleSets" + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters", + "apiVersion": "2024-09-02-preview", + "name": "[parameters('clusterName')]", + "location": "[parameters('location')]", + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "enableRBAC": true, + "disableLocalAccounts": false, + "dnsPrefix": "[if(not(empty(parameters('dnsPrefix'))), parameters('dnsPrefix'), toLower(parameters('clusterName')))]", + "aadProfile": { + "managed": true, + "enableAzureRBAC": true, + "adminGroupObjectIDs": "[parameters('clusterAdmins')]" + }, + "addonProfiles": { + "omsagent": { + "enabled": true, + "config": { + "logAnalyticsWorkspaceResourceID": "[parameters('logAnalyticsWorkspaceId')]" + } + } + }, + "agentPoolProfiles": [ + { + "name": "agentpool", + "enableAutoScaling": true, + "upgradeSettings": { + "maxSurge": "50%" + }, + "minCount": 1, + "maxCount": 10, + "osDiskSizeGB": "[parameters('systemOsDiskSizeGB')]", + "count": "[parameters('systemNodeCount')]", + "vmSize": "[parameters('systemVMSize')]", + "osType": "Linux", + "mode": "System", + "enableEncryptionAtHost": "[parameters('enableEncryptionAtHost')]", + "vnetSubnetID": "[parameters('subnetId')]", + "type": "VirtualMachineScaleSets" + } + ], + "autoScalerProfile": { + "expander": "least-waste" + }, + "ingressProfile": { + "webAppRouting": { + "enabled": true, + "dnsZoneResourceIds": [ + "[resourceId('Microsoft.Network/privateDnsZones', parameters('privateDnsZoneName'))]" + ] + } + }, + "networkProfile": { + "serviceCidr": "10.3.0.0/16", + "dnsServiceIP": "10.3.0.10", + "podCidr": "10.244.0.0/16" + }, + "autoUpgradeProfile": "[parameters('autoUpgradeProfile')]", + "oidcIssuerProfile": { + "enabled": true + }, + "securityProfile": { + "workloadIdentity": { + "enabled": true + } + } + } + }, + { + "type": "Microsoft.ContainerService/managedClusters/maintenanceConfigurations", + "apiVersion": "2024-09-02-preview", + "name": "[format('{0}/{1}', parameters('clusterName'), 'aksManagedAutoUpgradeSchedule')]", + "properties": { + "maintenanceWindow": { + "schedule": { + "weekly": { + "intervalWeeks": 1, + "dayOfWeek": "Monday" + } + }, + "durationHours": 4, + "startDate": "2024-06-11", + "startTime": "12:00" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + }, + { + "type": "Microsoft.ContainerService/managedClusters/maintenanceConfigurations", + "apiVersion": "2024-09-02-preview", + "name": "[format('{0}/{1}', parameters('clusterName'), 'aksManagedNodeOSUpgradeSchedule')]", + "properties": { + "maintenanceWindow": { + "schedule": { + "weekly": { + "intervalWeeks": 1, + "dayOfWeek": "Saturday" + } + }, + "durationHours": 4, + "startDate": "2024-06-11", + "startTime": "12:00" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('clusterName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName'))]" + }, + "managedResourceGroup": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').nodeResourceGroup]" + }, + "controlPlaneFqdn": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').fqdn]" + }, + "kubeletPrincipalId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').identityProfile.kubeletidentity.objectId]" + }, + "ingressWebAppIdentity": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').ingressProfile.webAppRouting.identity.objectId]" + }, + "systemIdentity": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview', 'full').identity.principalId]" + }, + "issuer": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ContainerService/managedClusters', parameters('clusterName')), '2024-09-02-preview').oidcIssuerProfile.issuerURL]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "cosmosdb-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "cosmosDbName": "[if(not(empty(parameters('cosmosDbName'))), createObject('value', parameters('cosmosDbName')), createObject('value', format('{0}{1}', variables('abbrs').documentDBDatabaseAccounts, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "4114639481216656536" + } + }, + "parameters": { + "cosmosDbName": { + "type": "string", + "metadata": { + "description": "The name of the CosmosDB resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the CosmosDB resource." + } + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "Disabled", + "allowedValues": [ + "Enabled", + "Disabled" + ] + } + }, + "resources": [ + { + "type": "Microsoft.DocumentDB/databaseAccounts", + "apiVersion": "2024-11-15", + "name": "[parameters('cosmosDbName')]", + "location": "[parameters('location')]", + "tags": { + "defaultExperience": "Core (SQL)", + "hidden-cosmos-mmspecial": "" + }, + "kind": "GlobalDocumentDB", + "identity": { + "type": "SystemAssigned" + }, + "properties": { + "publicNetworkAccess": "[parameters('publicNetworkAccess')]", + "enableAutomaticFailover": false, + "enableMultipleWriteLocations": false, + "isVirtualNetworkFilterEnabled": false, + "virtualNetworkRules": [], + "disableKeyBasedMetadataWriteAccess": false, + "enableFreeTier": false, + "enableAnalyticalStorage": false, + "analyticalStorageConfiguration": { + "schemaType": "WellDefined" + }, + "databaseAccountOfferType": "Standard", + "defaultIdentity": "FirstPartyIdentity", + "networkAclBypass": "None", + "disableLocalAuth": true, + "enablePartitionMerge": false, + "minimalTlsVersion": "Tls12", + "consistencyPolicy": { + "defaultConsistencyLevel": "Session", + "maxIntervalInSeconds": 5, + "maxStalenessPrefix": 100 + }, + "locations": [ + { + "locationName": "[parameters('location')]", + "failoverPriority": 0, + "isZoneRedundant": false + } + ], + "cors": [], + "capabilities": [], + "ipRules": [], + "backupPolicy": { + "type": "Periodic", + "periodicModeProperties": { + "backupIntervalInMinutes": 240, + "backupRetentionIntervalInHours": 8, + "backupStorageRedundancy": "Geo" + } + }, + "networkAclBypassResourceIds": [], + "capacity": { + "totalThroughputLimit": 4000 + } + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('cosmosDbName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName'))]" + }, + "endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.DocumentDB/databaseAccounts', parameters('cosmosDbName')), '2024-11-15').documentEndpoint]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "aisearch-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": "[if(not(empty(parameters('aiSearchName'))), createObject('value', parameters('aiSearchName')), createObject('value', format('{0}{1}', variables('abbrs').searchSearchServices, variables('resourceBaseNameFinal'))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'disabled'), createObject('value', 'enabled'))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "4148789917591925909" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the AI Search instance." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Managed Cluster resource." + } + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "enabled", + "allowedValues": [ + "enabled", + "disabled" + ] + } + }, + "resources": [ + { + "type": "Microsoft.Search/searchServices", + "apiVersion": "2024-03-01-preview", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "sku": { + "name": "standard" + }, + "properties": { + "disableLocalAuth": true, + "replicaCount": 1, + "partitionCount": 1, + "publicNetworkAccess": "[parameters('publicNetworkAccess')]", + "semanticSearch": "disabled" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Search/searchServices', parameters('name'))]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "storage-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": "[if(not(empty(parameters('storageAccountName'))), createObject('value', parameters('storageAccountName')), createObject('value', format('{0}{1}', variables('abbrs').storageStorageAccounts, replace(variables('resourceBaseNameFinal'), '-', ''))))]", + "location": { + "value": "[parameters('location')]" + }, + "publicNetworkAccess": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]", + "tags": { + "value": "[variables('tags')]" + }, + "deleteRetentionPolicy": { + "value": { + "enabled": true, + "days": 5 + } + }, + "defaultToOAuthAuthentication": { + "value": true + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "5352518107419090409" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the Storage Account resource." + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the Storage Account resource." + } + }, + "accessTier": { + "type": "string", + "defaultValue": "Hot", + "allowedValues": [ + "Hot", + "Cool", + "Premium" + ] + }, + "dnsEndpointType": { + "type": "string", + "defaultValue": "Standard", + "allowedValues": [ + "AzureDnsZone", + "Standard" + ] + }, + "publicNetworkAccess": { + "type": "string", + "defaultValue": "Disabled", + "allowedValues": [ + "Enabled", + "Disabled" + ] + }, + "tags": { + "type": "object", + "defaultValue": {} + }, + "allowBlobPublicAccess": { + "type": "bool", + "defaultValue": false + }, + "allowCrossTenantReplication": { + "type": "bool", + "defaultValue": true + }, + "allowSharedKeyAccess": { + "type": "bool", + "defaultValue": false + }, + "defaultToOAuthAuthentication": { + "type": "bool", + "defaultValue": false + }, + "deleteRetentionPolicy": { + "type": "object", + "defaultValue": {} + }, + "kind": { + "type": "string", + "defaultValue": "StorageV2" + }, + "minimumTlsVersion": { + "type": "string", + "defaultValue": "TLS1_2" + }, + "containers": { + "type": "array", + "defaultValue": [] + } + }, + "resources": [ + { + "copy": { + "name": "storage::blobServices::container", + "count": "[length(parameters('containers'))]" + }, + "condition": "[not(empty(parameters('containers')))]", + "type": "Microsoft.Storage/storageAccounts/blobServices/containers", + "apiVersion": "2023-01-01", + "name": "[format('{0}/{1}/{2}', parameters('name'), 'default', parameters('containers')[copyIndex()].name)]", + "properties": { + "publicAccess": "[coalesce(tryGet(parameters('containers')[copyIndex()], 'publicAccess'), 'None')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts/blobServices', parameters('name'), 'default')]" + ] + }, + { + "condition": "[not(empty(parameters('containers')))]", + "type": "Microsoft.Storage/storageAccounts/blobServices", + "apiVersion": "2023-01-01", + "name": "[format('{0}/{1}', parameters('name'), 'default')]", + "properties": { + "deleteRetentionPolicy": "[parameters('deleteRetentionPolicy')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Storage/storageAccounts', parameters('name'))]" + ] + }, + { + "type": "Microsoft.Storage/storageAccounts", + "apiVersion": "2023-01-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "tags": "[parameters('tags')]", + "kind": "[parameters('kind')]", + "sku": { + "name": "Standard_LRS" + }, + "properties": { + "accessTier": "[parameters('accessTier')]", + "allowBlobPublicAccess": "[parameters('allowBlobPublicAccess')]", + "allowCrossTenantReplication": "[parameters('allowCrossTenantReplication')]", + "allowSharedKeyAccess": "[parameters('allowSharedKeyAccess')]", + "defaultToOAuthAuthentication": "[parameters('defaultToOAuthAuthentication')]", + "dnsEndpointType": "[parameters('dnsEndpointType')]", + "isHnsEnabled": true, + "minimumTlsVersion": "[parameters('minimumTlsVersion')]", + "networkAcls": { + "bypass": "AzureServices", + "defaultAction": "Allow" + }, + "publicNetworkAccess": "[parameters('publicNetworkAccess')]" + } + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Storage/storageAccounts', parameters('name'))]" + }, + "primaryEndpoints": { + "type": "object", + "value": "[reference(resourceId('Microsoft.Storage/storageAccounts', parameters('name')), '2023-01-01').primaryEndpoints]" + } + } + } + } + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "app-insights-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "appInsightsName": { + "value": "[format('{0}{1}', variables('abbrs').insightsComponents, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "appInsightsPublicNetworkAccessForIngestion": "[if(parameters('enablePrivateEndpoints'), createObject('value', 'Disabled'), createObject('value', 'Enabled'))]", + "logAnalyticsWorkspaceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "11002141915701219380" + } + }, + "parameters": { + "appInsightsName": { + "type": "string", + "defaultValue": "appi", + "metadata": { + "description": "Application Insights resource name" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + }, + "appInsightsPublicNetworkAccessForIngestion": { + "type": "string", + "defaultValue": "Disabled", + "metadata": { + "description": "Application Insights public network access for ingestion" + } + }, + "logAnalyticsWorkspaceId": { + "type": "string", + "metadata": { + "description": "Workspace id of a Log Analytics resource." + } + } + }, + "resources": [ + { + "type": "Microsoft.Insights/components", + "apiVersion": "2020-02-02", + "name": "[parameters('appInsightsName')]", + "location": "[parameters('location')]", + "kind": "web", + "properties": { + "Application_Type": "web", + "WorkspaceResourceId": "[parameters('logAnalyticsWorkspaceId')]", + "publicNetworkAccessForIngestion": "[parameters('appInsightsPublicNetworkAccessForIngestion')]", + "publicNetworkAccessForQuery": "Enabled" + } + } + ], + "outputs": { + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Insights/components', parameters('appInsightsName'))]" + }, + "connectionString": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Insights/components', parameters('appInsightsName')), '2020-02-02').ConnectionString]" + }, + "instrumentationKey": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Insights/components', parameters('appInsightsName')), '2020-02-02').InstrumentationKey]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "apim-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "apiManagementName": "[if(not(empty(parameters('apimName'))), createObject('value', parameters('apimName')), createObject('value', format('{0}{1}', variables('abbrs').apiManagementService, variables('resourceBaseNameFinal'))))]", + "restoreAPIM": { + "value": "[parameters('restoreAPIM')]" + }, + "appInsightsId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.id.value]" + }, + "appInsightsInstrumentationKey": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.instrumentationKey.value]" + }, + "publicIpName": { + "value": "[format('{0}{1}', variables('abbrs').networkPublicIPAddresses, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "sku": { + "value": "[parameters('apimTier')]" + }, + "skuCount": { + "value": 1 + }, + "availabilityZones": { + "value": [] + }, + "publisherEmail": { + "value": "[parameters('apiPublisherEmail')]" + }, + "publisherName": { + "value": "[parameters('apiPublisherName')]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.apimSubnetId.value]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "14843923724157327855" + } + }, + "parameters": { + "apiManagementName": { + "type": "string", + "defaultValue": "[format('apiservice{0}', uniqueString(resourceGroup().id))]", + "metadata": { + "description": "The name of the API Management service instance" + } + }, + "publisherEmail": { + "type": "string", + "minLength": 1, + "metadata": { + "description": "The email address of the owner of the service" + } + }, + "publisherName": { + "type": "string", + "minLength": 1, + "metadata": { + "description": "The name of the owner of the service" + } + }, + "sku": { + "type": "string", + "defaultValue": "Developer", + "allowedValues": [ + "Developer", + "StandardV2" + ], + "metadata": { + "description": "The pricing tier of this API Management service" + } + }, + "skuCount": { + "type": "int", + "defaultValue": 1, + "metadata": { + "description": "The instance size of this API Management service. This should be a multiple of the number of availability zones getting deployed." + } + }, + "appInsightsId": { + "type": "string", + "metadata": { + "description": "Application Insights resource ID" + } + }, + "appInsightsInstrumentationKey": { + "type": "string", + "metadata": { + "description": "Application Insights instrumentation key" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "Azure region where the resources will be deployed" + } + }, + "availabilityZones": { + "type": "array", + "defaultValue": [ + "1", + "2" + ], + "metadata": { + "description": "Numbers for availability zones, for example, 1,2,3." + } + }, + "publicIpName": { + "type": "string", + "defaultValue": "apimPublicIP", + "metadata": { + "description": "Name for the public IP address used to access the API Management service." + } + }, + "publicIpSku": { + "type": "string", + "defaultValue": "Standard", + "allowedValues": [ + "Standard" + ], + "metadata": { + "description": "SKU for the public IP address used to access the API Management service." + } + }, + "publicIPAllocationMethod": { + "type": "string", + "defaultValue": "Static", + "allowedValues": [ + "Static" + ], + "metadata": { + "description": "Allocation method for the public IP address used to access the API Management service. Standard SKU public IP requires `Static` allocation." + } + }, + "dnsLabelPrefix": { + "type": "string", + "defaultValue": "[toLower(format('{0}-{1}', parameters('publicIpName'), uniqueString(resourceGroup().id)))]", + "metadata": { + "description": "Unique DNS name for the public IP address used to access the API management service." + } + }, + "restoreAPIM": { + "type": "bool", + "defaultValue": false + }, + "subnetId": { + "type": "string" + } + }, + "resources": [ + { + "type": "Microsoft.Network/publicIPAddresses", + "apiVersion": "2024-01-01", + "name": "[parameters('publicIpName')]", + "location": "[parameters('location')]", + "sku": { + "name": "[parameters('publicIpSku')]" + }, + "properties": { + "publicIPAllocationMethod": "[parameters('publicIPAllocationMethod')]", + "publicIPAddressVersion": "IPv4", + "dnsSettings": { + "domainNameLabel": "[parameters('dnsLabelPrefix')]" + } + } + }, + { + "type": "Microsoft.ApiManagement/service", + "apiVersion": "2023-09-01-preview", + "name": "[parameters('apiManagementName')]", + "location": "[parameters('location')]", + "sku": { + "name": "[parameters('sku')]", + "capacity": "[parameters('skuCount')]" + }, + "zones": "[if(equals(length(parameters('availabilityZones')), 0), null(), parameters('availabilityZones'))]", + "properties": { + "restore": "[parameters('restoreAPIM')]", + "publisherEmail": "[parameters('publisherEmail')]", + "publisherName": "[parameters('publisherName')]", + "virtualNetworkType": "External", + "publicIpAddressId": "[resourceId('Microsoft.Network/publicIPAddresses', parameters('publicIpName'))]", + "virtualNetworkConfiguration": { + "subnetResourceId": "[parameters('subnetId')]" + }, + "customProperties": { + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_GCM_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_256_CBC_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_CBC_SHA256": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_256_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TLS_RSA_WITH_AES_128_CBC_SHA": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Ciphers.TripleDes168": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Tls10": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Tls11": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Protocols.Ssl30": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Tls10": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Tls11": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Security.Backend.Protocols.Ssl30": "false", + "Microsoft.WindowsAzure.ApiManagement.Gateway.Protocols.Server.Http2": "false" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/publicIPAddresses', parameters('publicIpName'))]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/loggers", + "apiVersion": "2024-06-01-preview", + "name": "[format('{0}/{1}', parameters('apiManagementName'), 'apimLogger')]", + "properties": { + "credentials": { + "instrumentationKey": "[parameters('appInsightsInstrumentationKey')]" + }, + "description": "Application Insights for APIM", + "loggerType": "applicationInsights", + "resourceId": "[parameters('appInsightsId')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/diagnostics", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}', parameters('apiManagementName'), 'applicationinsights')]", + "properties": { + "loggerId": "[resourceId('Microsoft.ApiManagement/service/loggers', parameters('apiManagementName'), 'apimLogger')]", + "alwaysLog": "allErrors", + "verbosity": "information", + "sampling": { + "percentage": 100, + "samplingType": "fixed" + } + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]", + "[resourceId('Microsoft.ApiManagement/service/loggers', parameters('apiManagementName'), 'apimLogger')]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('apiManagementName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName'))]" + }, + "apimGatewayUrl": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ApiManagement/service', parameters('apiManagementName')), '2023-09-01-preview').gatewayUrl]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "graphrag-api-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "apimname": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "backendUrl": { + "value": "[variables('appUrl')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "2670804874768629752" + } + }, + "parameters": { + "apimname": { + "type": "string" + }, + "backendUrl": { + "type": "string" + } + }, + "resources": [ + { + "type": "Microsoft.ApiManagement/service/apis/operations", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}/{2}', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1], 'docs')]", + "properties": { + "displayName": "docs", + "method": "GET", + "urlTemplate": "/docs", + "templateParameters": [], + "responses": [] + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis/operations", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}/{2}', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1], 'openapi')]", + "properties": { + "displayName": "openapi", + "method": "GET", + "urlTemplate": "/openapi.json", + "templateParameters": [], + "responses": [] + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/documentation', parameters('apimname')), '/')[0], split(format('{0}/documentation', parameters('apimname')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/documentation', parameters('apimname'))]", + "properties": { + "displayName": "documentation", + "apiRevision": "1", + "subscriptionRequired": false, + "serviceUrl": "[format('{0}/manpage', parameters('backendUrl'))]", + "path": "manpage", + "protocols": [ + "https" + ], + "authenticationSettings": { + "oAuth2AuthenticationSettings": [], + "openidAuthenticationSettings": [] + }, + "subscriptionKeyParameterNames": { + "header": "Ocp-Apim-Subscription-Key", + "query": "subscription-key" + }, + "isCurrent": true + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "workload-identity-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[variables('workloadIdentityName')]" + }, + "location": { + "value": "[parameters('location')]" + }, + "federatedCredentials": { + "value": { + "aks-workload-identity": { + "issuer": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.issuer.value]", + "audiences": [ + "api://AzureADTokenExchange" + ], + "subject": "[variables('workloadIdentitySubject')]" + } + } + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "17962046310475786003" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the identity" + } + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]", + "metadata": { + "description": "The location of the identity" + } + }, + "federatedCredentials": { + "type": "object", + "defaultValue": {}, + "metadata": { + "description": "federated name: FederatedIdentityCredentialProperties. See https://learn.microsoft.com/en-us/azure/templates/microsoft.managedidentity/userassignedidentities/federatedidentitycredentials?pivots=deployment-language-bicep#federatedidentitycredentialproperties" + } + } + }, + "resources": [ + { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[parameters('name')]", + "location": "[parameters('location')]" + }, + { + "copy": { + "name": "federatedCredentialResources", + "count": "[length(items(parameters('federatedCredentials')))]" + }, + "type": "Microsoft.ManagedIdentity/userAssignedIdentities/federatedIdentityCredentials", + "apiVersion": "2023-01-31", + "name": "[format('{0}/{1}', parameters('name'), items(parameters('federatedCredentials'))[copyIndex()].key)]", + "properties": "[items(parameters('federatedCredentials'))[copyIndex()].value]", + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "clientId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name')), '2023-01-31').clientId]" + }, + "principalId": { + "type": "string", + "value": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', parameters('name')), '2023-01-31').principalId]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "private-dns-zone-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "[variables('dnsDomain')]" + }, + "vnetNames": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.vnetName.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "languageVersion": "2.0", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13258802455944913421" + } + }, + "parameters": { + "name": { + "type": "string", + "metadata": { + "description": "The name of the private DNS zone." + } + }, + "vnetNames": { + "type": "array", + "items": { + "type": "string" + }, + "metadata": { + "description": "The name of the virtual networks the DNS zone should be associated with." + } + } + }, + "resources": { + "dnsZone": { + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2020-06-01", + "name": "[parameters('name')]", + "location": "global", + "properties": {} + }, + "vnets": { + "copy": { + "name": "vnets", + "count": "[length(parameters('vnetNames'))]" + }, + "existing": true, + "type": "Microsoft.Network/virtualNetworks", + "apiVersion": "2024-01-01", + "name": "[parameters('vnetNames')[copyIndex()]]" + }, + "dnsZoneLinks": { + "copy": { + "name": "dnsZoneLinks", + "count": "[length(parameters('vnetNames'))]" + }, + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2020-06-01", + "name": "[format('{0}/{1}', parameters('name'), parameters('vnetNames')[copyIndex()])]", + "location": "global", + "properties": { + "registrationEnabled": false, + "virtualNetwork": { + "id": "[resourceId('Microsoft.Network/virtualNetworks', parameters('vnetNames')[copyIndex()])]" + } + }, + "dependsOn": [ + "dnsZone" + ] + } + }, + "outputs": { + "name": { + "type": "string", + "value": "[parameters('name')]" + }, + "id": { + "type": "string", + "value": "[resourceId('Microsoft.Network/privateDnsZones', parameters('name'))]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "privatelink-private-dns-zones-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "linkedVnetIds": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.vnetId.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "1905656724149562282" + } + }, + "parameters": { + "linkedVnetIds": { + "type": "array", + "metadata": { + "description": "Virtual Network IDs to link to" + } + } + }, + "variables": { + "$fxv#0": { + "azureCloud": { + "azureMonitor": [ + "privatelink.monitor.azure.com", + "privatelink.oms.opinsights.azure.com", + "privatelink.agentsvc.azure-automation.net", + "privatelink.ods.opinsights.azure.com" + ] + }, + "azureusgovernment": { + "azureMonitor": [ + "privatelink.monitor.azure.us", + "privatelink.oms.opinsights.azure.us", + "privatelink.agentsvc.azure-automation.us", + "privatelink.ods.opinsights.azure.us" + ] + } + }, + "aiSearchPrivateDnsZoneName": "privatelink.search.windows.net", + "blobStoragePrivateDnsZoneName": "[format('privatelink.blob.{0}', environment().suffixes.storage)]", + "cosmosDbPrivateDnsZoneName": "privatelink.documents.azure.com", + "storagePrivateDnsZoneNames": [ + "[variables('blobStoragePrivateDnsZoneName')]" + ], + "privateDnsZoneData": "[variables('$fxv#0')]", + "cloudName": "[toLower(environment().name)]", + "azureMonitorPrivateDnsZones": "[variables('privateDnsZoneData')[variables('cloudName')].azureMonitor]", + "privateDnsZones": "[union(variables('azureMonitorPrivateDnsZones'), variables('storagePrivateDnsZoneNames'), createArray(variables('cosmosDbPrivateDnsZoneName')), createArray(variables('aiSearchPrivateDnsZoneName')))]" + }, + "resources": [ + { + "copy": { + "name": "privateDnsZoneResources", + "count": "[length(variables('privateDnsZones'))]" + }, + "type": "Microsoft.Network/privateDnsZones", + "apiVersion": "2020-06-01", + "name": "[variables('privateDnsZones')[copyIndex()]]", + "location": "global" + }, + { + "copy": { + "name": "dnsVnetLinks", + "count": "[length(variables('privateDnsZones'))]" + }, + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[replace(variables('privateDnsZones')[copyIndex()], '.', '-')]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateDnsZoneName": { + "value": "[variables('privateDnsZones')[copyIndex()]]" + }, + "vnetIds": { + "value": "[parameters('linkedVnetIds')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "9115361788050213720" + } + }, + "parameters": { + "privateDnsZoneName": { + "type": "string" + }, + "vnetIds": { + "type": "array" + } + }, + "resources": [ + { + "copy": { + "name": "dnsVnetLinks", + "count": "[length(parameters('vnetIds'))]" + }, + "type": "Microsoft.Network/privateDnsZones/virtualNetworkLinks", + "apiVersion": "2020-06-01", + "name": "[format('{0}/{1}', parameters('privateDnsZoneName'), format('{0}-{1}', replace(parameters('privateDnsZoneName'), '.', '-'), uniqueString(parameters('vnetIds')[copyIndex()])))]", + "location": "global", + "properties": { + "virtualNetwork": { + "id": "[parameters('vnetIds')[copyIndex()]]" + }, + "registrationEnabled": false + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[copyIndex()])]" + ] + } + ], + "outputs": { + "azureMonitorPrivateDnsZoneConfigs": { + "type": "array", + "copy": { + "count": "[length(union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName'))))]", + "input": { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName')))[copyIndex()])]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), union(variables('azureMonitorPrivateDnsZones'), createArray(variables('blobStoragePrivateDnsZoneName')))[copyIndex()])])]" + } + } + } + }, + "blobStoragePrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('blobStoragePrivateDnsZoneName')]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('blobStoragePrivateDnsZoneName'))])]" + } + } + ] + }, + "cosmosDbPrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('cosmosDbPrivateDnsZoneName'))]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('cosmosDbPrivateDnsZoneName'))])]" + } + } + ] + }, + "aiSearchPrivateDnsZoneConfigs": { + "type": "array", + "value": [ + { + "name": "[variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('aiSearchPrivateDnsZoneName'))]]", + "properties": { + "privateDnsZoneId": "[resourceId('Microsoft.Network/privateDnsZones', variables('privateDnsZones')[indexOf(variables('privateDnsZones'), variables('aiSearchPrivateDnsZoneName'))])]" + } + } + ] + }, + "privateDnsZones": { + "type": "array", + "value": "[variables('privateDnsZones')]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "azure-monitor-privatelink-scope-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateLinkScopeName": { + "value": "[format('pls-{0}', variables('resourceBaseNameFinal'))]" + }, + "privateLinkScopedResources": { + "value": [ + "[reference(resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment'), '2022-09-01').outputs.id.value]", + "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.id.value]" + ] + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "6906230456894515846" + } + }, + "parameters": { + "privateLinkScopeName": { + "type": "string" + }, + "privateLinkScopedResources": { + "type": "array", + "defaultValue": [] + }, + "queryAccessMode": { + "type": "string", + "defaultValue": "Open" + }, + "ingestionAccessMode": { + "type": "string", + "defaultValue": "PrivateOnly" + } + }, + "resources": [ + { + "type": "microsoft.insights/privateLinkScopes", + "apiVersion": "2021-07-01-preview", + "name": "[parameters('privateLinkScopeName')]", + "location": "global", + "properties": { + "accessModeSettings": { + "queryAccessMode": "[parameters('queryAccessMode')]", + "ingestionAccessMode": "[parameters('ingestionAccessMode')]" + } + } + }, + { + "copy": { + "name": "scopedResources", + "count": "[length(parameters('privateLinkScopedResources'))]" + }, + "type": "Microsoft.Insights/privateLinkScopes/scopedResources", + "apiVersion": "2021-07-01-preview", + "name": "[format('{0}/{1}', parameters('privateLinkScopeName'), uniqueString(parameters('privateLinkScopedResources')[copyIndex()]))]", + "properties": { + "linkedResourceId": "[parameters('privateLinkScopedResources')[copyIndex()]]" + }, + "dependsOn": [ + "[resourceId('microsoft.insights/privateLinkScopes', parameters('privateLinkScopeName'))]" + ] + } + ], + "outputs": { + "name": { + "type": "string", + "value": "[parameters('privateLinkScopeName')]" + }, + "id": { + "type": "string", + "value": "[resourceId('microsoft.insights/privateLinkScopes', parameters('privateLinkScopeName'))]" + } + } + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'log-analytics-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "cosmosDb-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}cosmos-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "Sql" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.cosmosDbPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "blob-storage-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}blob-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "blob" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.blobStoragePrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'storage-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "ai-search-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}search-{1}', variables('abbrs').privateEndpoint, reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.name.value)]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.id.value]" + }, + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "searchService" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.aiSearchPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'aisearch-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "condition": "[parameters('enablePrivateEndpoints')]", + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "privatelink-scope-private-endpoint-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "privateEndpointName": { + "value": "[format('{0}pls-{1}', variables('abbrs').privateEndpoint, variables('resourceBaseNameFinal'))]" + }, + "location": { + "value": "[parameters('location')]" + }, + "privateLinkServiceId": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'azure-monitor-privatelink-scope-deployment'), '2022-09-01').outputs.id.value), createObject('value', ''))]", + "subnetId": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'vnet-deployment'), '2022-09-01').outputs.aksSubnetId.value]" + }, + "groupId": { + "value": "azuremonitor" + }, + "privateDnsZoneConfigs": "[if(parameters('enablePrivateEndpoints'), createObject('value', reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.azureMonitorPrivateDnsZoneConfigs.value), createObject('value', createArray()))]" + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" + } + }, + "parameters": { + "privateLinkServiceId": { + "type": "string", + "metadata": { + "description": "Resource ID of service the private endpoint is for" + } + }, + "subnetId": { + "type": "string", + "metadata": { + "description": "The resource ID of the subnet to deploy the private endpoint to" + } + }, + "privateDnsZoneConfigs": { + "type": "array", + "metadata": { + "description": "Map of group id to array of private dns zone configs to associate with the private endpoint" + } + }, + "privateEndpointName": { + "type": "string" + }, + "groupId": { + "type": "string" + }, + "location": { + "type": "string", + "defaultValue": "[resourceGroup().location]" + } + }, + "resources": [ + { + "type": "Microsoft.Network/privateEndpoints", + "apiVersion": "2021-05-01", + "name": "[parameters('privateEndpointName')]", + "location": "[parameters('location')]", + "properties": { + "privateLinkServiceConnections": [ + { + "name": "[parameters('privateEndpointName')]", + "properties": { + "privateLinkServiceId": "[parameters('privateLinkServiceId')]", + "groupIds": [ + "[parameters('groupId')]" + ] + } + } + ], + "subnet": { + "id": "[parameters('subnetId')]" + } + } + }, + { + "type": "Microsoft.Network/privateEndpoints/privateDnsZoneGroups", + "apiVersion": "2021-05-01", + "name": "[format('{0}/{1}', parameters('privateEndpointName'), parameters('groupId'))]", + "properties": { + "privateDnsZoneConfigs": "[parameters('privateDnsZoneConfigs')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.Network/privateEndpoints', parameters('privateEndpointName'))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'azure-monitor-privatelink-scope-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[parameters('utcString')]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "utcValue": { + "value": "[parameters('utcString')]" + }, + "name": { + "value": "graphragscript" + }, + "location": { + "value": "[parameters('location')]" + }, + "subscriptionId": { + "value": "[subscription().id]" + }, + "tenantid": { + "value": "[tenant().tenantId]" + }, + "acrserver": { + "value": "graphrag.azure.acr.io" + }, + "azure_location": { + "value": "[parameters('location')]" + }, + "azure_acr_login_server": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.loginServer.value]" + }, + "azure_acr_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_controlplanefqdn": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.controlPlaneFqdn.value]" + }, + "azure_aks_managed_rg": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.managedResourceGroup.value]" + }, + "azure_aks_service_account_name": { + "value": "[variables('aksServiceAccountName')]" + }, + "imagename": { + "value": "[parameters('graphragimage')]" + }, + "imageversion": { + "value": "[parameters('graphragimageversion')]" + }, + "azure_apim_gateway_url": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.apimGatewayUrl.value]" + }, + "azure_apim_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "managed_identity_aks": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.systemIdentity.value]" + }, + "script_file": { + "value": "[variables('$fxv#1')]" + }, + "ai_search_name": { + "value": "aisearch-deployment" + }, + "azure_aoai_endpoint": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.openAiEndpoint.value]" + }, + "azure_aoai_llm_model": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModel.value]" + }, + "azure_aoai_llm_model_deployment_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelDeploymentName.value]" + }, + "azure_aoai_llm_model_api_version": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelApiVersion.value]" + }, + "azure_aoai_embedding_model": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModel.value]" + }, + "azure_aoai_embedding_model_deployment_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelDeploymentName.value]" + }, + "azure_aoai_embedding_model_api_version": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelApiVersion.value]" + }, + "azure_app_hostname": { + "value": "[variables('appHostname')]" + }, + "azure_app_url": { + "value": "[variables('appUrl')]" + }, + "azure_app_insights_connection_string": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.connectionString.value]" + }, + "azure_cosmosdb_endpoint": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.endpoint.value]" + }, + "azure_cosmosdb_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_cosmosdb_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "azure_dns_zone_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account_blob_url": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.primaryEndpoints.value.blob]" + }, + "azure_workload_identity_client_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.clientId.value]" + }, + "azure_workload_identity_principal_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "azure_workload_identity_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.name.value]" + }, + "public_storage_account_name": { + "value": "[parameters('publicStorageAccountName')]" + }, + "public_storage_account_key": { + "value": "[parameters('publicStorageAccountKey')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "17195102145442235485" + } + }, + "parameters": { + "name": { + "type": "string" + }, + "utcValue": { + "type": "string" + }, + "location": { + "type": "string" + }, + "subscriptionId": { + "type": "string" + }, + "tenantid": { + "type": "string" + }, + "acrserver": { + "type": "string" + }, + "azure_location": { + "type": "string" + }, + "azure_acr_login_server": { + "type": "string" + }, + "azure_acr_name": { + "type": "string" + }, + "azure_aks_name": { + "type": "string" + }, + "azure_aks_controlplanefqdn": { + "type": "string" + }, + "azure_aks_managed_rg": { + "type": "string" + }, + "azure_aks_service_account_name": { + "type": "string" + }, + "azure_apim_gateway_url": { + "type": "string" + }, + "azure_apim_name": { + "type": "string" + }, + "managed_identity_aks": { + "type": "string" + }, + "ai_search_name": { + "type": "string" + }, + "imagename": { + "type": "string" + }, + "imageversion": { + "type": "string" + }, + "script_file": { + "type": "string" + }, + "azure_aoai_endpoint": { + "type": "string" + }, + "azure_aoai_llm_model": { + "type": "string" + }, + "azure_aoai_llm_model_deployment_name": { + "type": "string" + }, + "azure_aoai_llm_model_api_version": { + "type": "string" + }, + "azure_aoai_embedding_model": { + "type": "string" + }, + "azure_aoai_embedding_model_deployment_name": { + "type": "string" + }, + "azure_aoai_embedding_model_api_version": { + "type": "string" + }, + "azure_app_hostname": { + "type": "string" + }, + "azure_app_url": { + "type": "string" + }, + "azure_app_insights_connection_string": { + "type": "string" + }, + "azure_cosmosdb_endpoint": { + "type": "string" + }, + "azure_cosmosdb_name": { + "type": "string" + }, + "azure_cosmosdb_id": { + "type": "string" + }, + "azure_dns_zone_name": { + "type": "string" + }, + "azure_storage_account": { + "type": "string" + }, + "azure_storage_account_blob_url": { + "type": "string" + }, + "azure_workload_identity_client_id": { + "type": "string" + }, + "azure_workload_identity_principal_id": { + "type": "string" + }, + "azure_workload_identity_name": { + "type": "string" + }, + "cognitive_services_audience": { + "type": "string", + "defaultValue": "https://cognitiveservices.azure.com/default" + }, + "public_storage_account_name": { + "type": "string" + }, + "public_storage_account_key": { + "type": "string" + } + }, + "variables": { + "clusterAdminRoleDefinitionId": "[resourceId('Microsoft.Authorization/roleDefinitions', '0ab0b1a8-8aac-4efd-b8c2-3ee1fb270be8')]" + }, + "resources": [ + { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[uniqueString(resourceGroup().id)]", + "location": "[parameters('location')]" + }, + { + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "scope": "[format('Microsoft.ContainerService/managedClusters/{0}', parameters('azure_aks_name'))]", + "name": "[guid(parameters('managed_identity_aks'), resourceId('Microsoft.ContainerService/managedClusters', parameters('azure_aks_name')), variables('clusterAdminRoleDefinitionId'))]", + "properties": { + "roleDefinitionId": "[variables('clusterAdminRoleDefinitionId')]", + "principalId": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id)), '2023-01-31').principalId]", + "principalType": "ServicePrincipal" + }, + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id))]" + ] + }, + { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2020-10-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "kind": "AzureCLI", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id)))]": {} + } + }, + "properties": { + "storageAccountSettings": { + "storageAccountName": "[parameters('public_storage_account_name')]", + "storageAccountKey": "[parameters('public_storage_account_key')]" + }, + "forceUpdateTag": "[parameters('utcValue')]", + "azCliVersion": "2.7.0", + "timeout": "PT1H", + "environmentVariables": [ + { + "name": "AZURE_SUBSCRIPTION_ID", + "value": "[parameters('subscriptionId')]" + }, + { + "name": "AZURE_TENANT_ID", + "value": "[parameters('tenantid')]" + }, + { + "name": "ACR_SERVER", + "value": "[parameters('acrserver')]" + }, + { + "name": "AZURE_LOCATION", + "value": "[parameters('azure_location')]" + }, + { + "name": "AZURE_ACR_LOGIN_SERVER", + "value": "[parameters('azure_acr_login_server')]" + }, + { + "name": "AZURE_ACR_NAME", + "value": "[parameters('azure_acr_name')]" + }, + { + "name": "AZURE_AKS_NAME", + "value": "[parameters('azure_aks_name')]" + }, + { + "name": "AZURE_AKS_CONTROLPLANEFQDN", + "value": "[parameters('azure_aks_controlplanefqdn')]" + }, + { + "name": "AZURE_AKS_MANAGED_RG", + "value": "[parameters('azure_aks_managed_rg')]" + }, + { + "name": "AZURE_AKS_SERVICE_ACCOUNT_NAME", + "value": "[parameters('azure_aks_service_account_name')]" + }, + { + "name": "AZURE_APIM_GATEWAY_URL", + "value": "[parameters('azure_apim_gateway_url')]" + }, + { + "name": "AZURE_APIM_NAME", + "value": "[parameters('azure_apim_name')]" + }, + { + "name": "MANAGED_IDENTITY_AKS", + "value": "[parameters('managed_identity_aks')]" + }, + { + "name": "IMAGE_NAME", + "value": "[parameters('imagename')]" + }, + { + "name": "IMAGE_VERSION", + "value": "[parameters('imageversion')]" + }, + { + "name": "AI_SEARCH_NAME", + "value": "[parameters('ai_search_name')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL", + "value": "[parameters('azure_aoai_llm_model')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME", + "value": "[parameters('azure_aoai_llm_model_deployment_name')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL_API_VERSION", + "value": "[parameters('azure_aoai_llm_model_api_version')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL", + "value": "[parameters('azure_aoai_embedding_model')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME", + "value": "[parameters('azure_aoai_embedding_model_deployment_name')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL_API_VERSION", + "value": "[parameters('azure_aoai_embedding_model_api_version')]" + }, + { + "name": "AZURE_APP_HOSTNAME", + "value": "[parameters('azure_app_hostname')]" + }, + { + "name": "AZURE_APP_URL", + "value": "[parameters('azure_app_url')]" + }, + { + "name": "AZURE_APP_INSIGHTS_CONNECTION_STRING", + "value": "[parameters('azure_app_insights_connection_string')]" + }, + { + "name": "AZURE_COSMOSDB_ENDPOINT", + "value": "[parameters('azure_cosmosdb_endpoint')]" + }, + { + "name": "AZURE_COSMOSDB_NAME", + "value": "[parameters('azure_cosmosdb_name')]" + }, + { + "name": "AZURE_COSMOSDB_ID", + "value": "[parameters('azure_cosmosdb_id')]" + }, + { + "name": "AZURE_DNS_ZONE_NAME", + "value": "[parameters('azure_dns_zone_name')]" + }, + { + "name": "AZURE_STORAGE_ACCOUNT", + "value": "[parameters('azure_storage_account')]" + }, + { + "name": "AZURE_STORAGE_ACCOUNT_BLOB_URL", + "value": "[parameters('azure_storage_account_blob_url')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_CLIENT_ID", + "value": "[parameters('azure_workload_identity_client_id')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_PRINCIPAL_ID", + "value": "[parameters('azure_workload_identity_principal_id')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_NAME", + "value": "[parameters('azure_workload_identity_name')]" + }, + { + "name": "COGNITIVE_SERVICES_AUDIENCE", + "value": "[parameters('cognitive_services_audience')]" + }, + { + "name": "AZURE_OPENAI_ENDPOINT", + "value": "[parameters('azure_aoai_endpoint')]" + }, + { + "name": "AZURE_RESOURCE_GROUP", + "value": "[resourceGroup().name]" + } + ], + "cleanupPreference": "OnSuccess", + "retentionInterval": "P1D", + "scriptContent": "[parameters('script_file')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'acr-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aisearch-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aoai-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'storage-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "graphragservicedef-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "GraphRag" + }, + "apimname": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "backendUrl": { + "value": "[variables('appUrl')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13338625497669096861" + } + }, + "parameters": { + "backendUrl": { + "type": "string" + }, + "name": { + "type": "string" + }, + "apimname": { + "type": "string" + } + }, + "variables": { + "$fxv#0": { + "openapi": "3.1.0", + "info": { + "title": "GraphRAG", + "version": "v0.0.0" + }, + "paths": { + "/data": { + "get": { + "tags": [ + "Data Management" + ], + "summary": "Get all data storage containers.", + "description": "Retrieve a list of all data storage containers.", + "operationId": "get_all_data_storage_containers_data_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/StorageNameList" + } + } + } + } + } + }, + "post": { + "tags": [ + "Data Management" + ], + "summary": "Upload data to a data storage container", + "description": "Create a data storage container in Azure and upload files to it.\n\nArgs:\n files (List[UploadFile]): A list of files to be uploaded.\n storage_name (str): The name of the Azure Blob Storage container to which files will be uploaded.\n overwrite (bool): Whether to overwrite existing files with the same name. Defaults to True. If False, files that already exist will be skipped.\n\nReturns:\n BaseResponse: An instance of the BaseResponse model with a status message indicating the result of the upload.\n\nRaises:\n HTTPException: If the container name is invalid or if any error occurs during the upload process.", + "operationId": "upload_files_data_post", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "overwrite", + "in": "query", + "required": false, + "schema": { + "type": "boolean", + "default": true, + "title": "Overwrite" + } + } + ], + "requestBody": { + "required": true, + "content": { + "multipart/form-data": { + "schema": { + "$ref": "#/components/schemas/Body_upload_files_data_post" + } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/data/{storage_name}": { + "delete": { + "tags": [ + "Data Management" + ], + "summary": "Delete a data storage container", + "description": "Delete a specified data storage container.", + "operationId": "delete_files_data__storage_name__delete", + "parameters": [ + { + "name": "storage_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index": { + "post": { + "tags": [ + "Index Operations" + ], + "summary": "Build an index", + "operationId": "setup_indexing_pipeline_index_post", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "index_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "requestBody": { + "content": { + "multipart/form-data": { + "schema": { + "$ref": "#/components/schemas/Body_setup_indexing_pipeline_index_post" + } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + }, + "get": { + "tags": [ + "Index Operations" + ], + "summary": "Get all indexes", + "description": "Retrieve a list of all index names.", + "operationId": "get_all_indexes_index_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/IndexNameList" + } + } + } + } + } + } + }, + "/index/{index_name}": { + "delete": { + "tags": [ + "Index Operations" + ], + "summary": "Delete a specified index", + "description": "Delete a specified index.", + "operationId": "delete_index_index__index_name__delete", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index/status/{index_name}": { + "get": { + "tags": [ + "Index Operations" + ], + "summary": "Track the status of an indexing job", + "operationId": "get_index_job_status_index_status__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/IndexStatusResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/global": { + "post": { + "tags": [ + "Query Operations" + ], + "summary": "Perform a global search across the knowledge graph index", + "description": "The global query method generates answers by searching over all AI-generated community reports in a map-reduce fashion. This is a resource-intensive method, but often gives good responses for questions that require an understanding of the dataset as a whole.", + "operationId": "global_query_query_global_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/local": { + "post": { + "tags": [ + "Query Operations" + ], + "summary": "Perform a local search across the knowledge graph index.", + "description": "The local query method generates answers by combining relevant data from the AI-extracted knowledge-graph with text chunks of the raw documents. This method is suitable for questions that require an understanding of specific entities mentioned in the documents (e.g. What are the healing properties of chamomile?).", + "operationId": "local_query_query_local_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/streaming/global": { + "post": { + "tags": [ + "Query Streaming Operations" + ], + "summary": "Stream a response back after performing a global search", + "description": "The global query method generates answers by searching over all AI-generated community reports in a map-reduce fashion. This is a resource-intensive method, but often gives good responses for questions that require an understanding of the dataset as a whole.", + "operationId": "global_search_streaming_query_streaming_global_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/streaming/local": { + "post": { + "tags": [ + "Query Streaming Operations" + ], + "summary": "Stream a response back after performing a local search", + "description": "The local query method generates answers by combining relevant data from the AI-extracted knowledge-graph with text chunks of the raw documents. This method is suitable for questions that require an understanding of specific entities mentioned in the documents (e.g. What are the healing properties of chamomile?).", + "operationId": "local_search_streaming_query_streaming_local_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index/config/prompts": { + "get": { + "tags": [ + "Index Configuration" + ], + "summary": "Generate graphrag prompts from user-provided data.", + "description": "Generating custom prompts from user-provided data may take several minutes to run based on the amount of data used.", + "operationId": "generate_prompts_index_config_prompts_get", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "limit", + "in": "query", + "required": false, + "schema": { + "type": "integer", + "default": 5, + "title": "Limit" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/report/{index_name}/{report_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single community report.", + "operationId": "get_report_info_source_report__index_name___report_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "report_id", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Report Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ReportResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/text/{index_name}/{text_unit_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single base text unit.", + "operationId": "get_chunk_info_source_text__index_name___text_unit_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "text_unit_id", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Text Unit Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/TextUnitResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/entity/{index_name}/{entity_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single entity.", + "operationId": "get_entity_info_source_entity__index_name___entity_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "entity_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Entity Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/EntityResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/claim/{index_name}/{claim_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single claim.", + "operationId": "get_claim_info_source_claim__index_name___claim_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "claim_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Claim Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ClaimResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/relationship/{index_name}/{relationship_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single relationship.", + "operationId": "get_relationship_info_source_relationship__index_name___relationship_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "relationship_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Relationship Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/RelationshipResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/graph/graphml/{index_name}": { + "get": { + "tags": [ + "Graph Operations" + ], + "summary": "Retrieve a GraphML file of the knowledge graph", + "operationId": "retrieve_graphml_file_graph_graphml__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "GraphML file successfully downloaded", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/graph/stats/{index_name}": { + "get": { + "tags": [ + "Graph Operations" + ], + "summary": "Retrieve basic graph statistics, number of nodes and edges", + "operationId": "retrieve_graph_stats_graph_stats__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphDataResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/health": { + "get": { + "summary": "API health check", + "description": "Returns a 200 response to indicate the API is healthy.", + "operationId": "health_check_health_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + } + } + } + } + }, + "components": { + "schemas": { + "BaseResponse": { + "properties": { + "status": { + "type": "string", + "title": "Status" + } + }, + "type": "object", + "required": [ + "status" + ], + "title": "BaseResponse" + }, + "Body_setup_indexing_pipeline_index_post": { + "properties": { + "entity_extraction_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Entity Extraction Prompt" + }, + "community_report_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Community Report Prompt" + }, + "summarize_descriptions_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Summarize Descriptions Prompt" + } + }, + "type": "object", + "title": "Body_setup_indexing_pipeline_index_post" + }, + "Body_upload_files_data_post": { + "properties": { + "files": { + "items": { + "type": "string", + "format": "binary" + }, + "type": "array", + "title": "Files" + } + }, + "type": "object", + "required": [ + "files" + ], + "title": "Body_upload_files_data_post" + }, + "ClaimResponse": { + "properties": { + "covariate_type": { + "type": "string", + "title": "Covariate Type" + }, + "type": { + "type": "string", + "title": "Type" + }, + "description": { + "type": "string", + "title": "Description" + }, + "subject_id": { + "type": "string", + "title": "Subject Id" + }, + "object_id": { + "type": "string", + "title": "Object Id" + }, + "source_text": { + "type": "string", + "title": "Source Text" + }, + "text_unit_id": { + "type": "string", + "title": "Text Unit Id" + }, + "document_ids": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Document Ids" + } + }, + "type": "object", + "required": [ + "covariate_type", + "type", + "description", + "subject_id", + "object_id", + "source_text", + "text_unit_id", + "document_ids" + ], + "title": "ClaimResponse" + }, + "EntityResponse": { + "properties": { + "name": { + "type": "string", + "title": "Name" + }, + "description": { + "type": "string", + "title": "Description" + }, + "text_units": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Text Units" + } + }, + "type": "object", + "required": [ + "name", + "description", + "text_units" + ], + "title": "EntityResponse" + }, + "GraphDataResponse": { + "properties": { + "nodes": { + "type": "integer", + "title": "Nodes" + }, + "edges": { + "type": "integer", + "title": "Edges" + } + }, + "type": "object", + "required": [ + "nodes", + "edges" + ], + "title": "GraphDataResponse" + }, + "GraphRequest": { + "properties": { + "index_name": { + "anyOf": [ + { + "type": "string" + }, + { + "items": { + "type": "string" + }, + "type": "array" + } + ], + "title": "Index Name" + }, + "query": { + "type": "string", + "title": "Query" + } + }, + "type": "object", + "required": [ + "index_name", + "query" + ], + "title": "GraphRequest" + }, + "GraphResponse": { + "properties": { + "result": { + "title": "Result" + }, + "context_data": { + "title": "Context Data" + } + }, + "type": "object", + "required": [ + "result", + "context_data" + ], + "title": "GraphResponse" + }, + "HTTPValidationError": { + "properties": { + "detail": { + "items": { + "$ref": "#/components/schemas/ValidationError" + }, + "type": "array", + "title": "Detail" + } + }, + "type": "object", + "title": "HTTPValidationError" + }, + "IndexNameList": { + "properties": { + "index_name": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Index Name" + } + }, + "type": "object", + "required": [ + "index_name" + ], + "title": "IndexNameList" + }, + "IndexStatusResponse": { + "properties": { + "status_code": { + "type": "integer", + "title": "Status Code" + }, + "index_name": { + "type": "string", + "title": "Index Name" + }, + "storage_name": { + "type": "string", + "title": "Storage Name" + }, + "status": { + "type": "string", + "title": "Status" + }, + "percent_complete": { + "type": "number", + "title": "Percent Complete" + }, + "progress": { + "type": "string", + "title": "Progress" + } + }, + "type": "object", + "required": [ + "status_code", + "index_name", + "storage_name", + "status", + "percent_complete", + "progress" + ], + "title": "IndexStatusResponse" + }, + "RelationshipResponse": { + "properties": { + "source": { + "type": "string", + "title": "Source" + }, + "source_id": { + "type": "integer", + "title": "Source Id" + }, + "target": { + "type": "string", + "title": "Target" + }, + "target_id": { + "type": "integer", + "title": "Target Id" + }, + "description": { + "type": "string", + "title": "Description" + }, + "text_units": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Text Units" + } + }, + "type": "object", + "required": [ + "source", + "source_id", + "target", + "target_id", + "description", + "text_units" + ], + "title": "RelationshipResponse" + }, + "ReportResponse": { + "properties": { + "text": { + "type": "string", + "title": "Text" + } + }, + "type": "object", + "required": [ + "text" + ], + "title": "ReportResponse" + }, + "StorageNameList": { + "properties": { + "storage_name": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Storage Name" + } + }, + "type": "object", + "required": [ + "storage_name" + ], + "title": "StorageNameList" + }, + "TextUnitResponse": { + "properties": { + "text": { + "type": "string", + "title": "Text" + }, + "source_document": { + "type": "string", + "title": "Source Document" + } + }, + "type": "object", + "required": [ + "text", + "source_document" + ], + "title": "TextUnitResponse" + }, + "ValidationError": { + "properties": { + "loc": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "integer" + } + ] + }, + "type": "array", + "title": "Location" + }, + "msg": { + "type": "string", + "title": "Message" + }, + "type": { + "type": "string", + "title": "Error Type" + } + }, + "type": "object", + "required": [ + "loc", + "msg", + "type" + ], + "title": "ValidationError" + } + } + } + }, + "$fxv#1": "\n\t\n\t\t\n\t\t\n\t\t\t\n\t\t\t\t*\n\t\t\t\n\t\t\t\n\t\t\t\t*\n\t\t\t\n\t\t\t\n\t\t\t\t

*
\n\t\t\t\n\t\t\t\n\t\t\t\t
*
\n\t\t\t\n\t\t\n\t\n\t\n\t\t\n\t\n\t\n\t\t\n\t\n\t\n\t\t\n\t\n" + }, + "resources": [ + { + "type": "Microsoft.ApiManagement/service/apis/policies", + "apiVersion": "2022-08-01", + "name": "[format('{0}/{1}/{2}', split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[0], split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[1], 'policy')]", + "properties": { + "format": "rawxml", + "value": "[variables('$fxv#1')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[0], split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}', parameters('apimname'), parameters('name'))]", + "properties": { + "displayName": "GraphRAG", + "apiRevision": "1", + "subscriptionRequired": true, + "serviceUrl": "[parameters('backendUrl')]", + "path": "", + "protocols": [ + "https" + ], + "authenticationSettings": { + "oAuth2AuthenticationSettings": [], + "openidAuthenticationSettings": [] + }, + "subscriptionKeyParameterNames": { + "header": "Ocp-Apim-Subscription-Key", + "query": "subscription-key" + }, + "isCurrent": true, + "format": "openapi+json", + "value": "[string(variables('$fxv#0'))]" + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]" + ] + } + ], + "outputs": { + "azure_location": { + "type": "string", + "value": "[parameters('location')]" + }, + "azure_tenant_id": { + "type": "string", + "value": "[tenant().tenantId]" + }, + "azure_ai_search_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aisearch-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_acr_login_server": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.loginServer.value]" + }, + "azure_acr_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_controlplanefqdn": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.controlPlaneFqdn.value]" + }, + "azure_aks_managed_rg": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.managedResourceGroup.value]" + }, + "azure_aks_service_account_name": { + "type": "string", + "value": "[variables('aksServiceAccountName')]" + }, + "azure_aoai_endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.openAiEndpoint.value]" + }, + "azure_aoai_llm_model": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModel.value]" + }, + "azure_aoai_llm_model_deployment_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelDeploymentName.value]" + }, + "azure_aoai_llm_model_api_version": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelApiVersion.value]" + }, + "azure_aoai_embedding_model": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModel.value]" + }, + "azure_aoai_embedding_model_deployment_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelDeploymentName.value]" + }, + "azure_aoai_embedding_model_api_version": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelApiVersion.value]" + }, + "azure_apim_gateway_url": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.apimGatewayUrl.value]" + }, + "azure_apim_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_app_hostname": { + "type": "string", + "value": "[variables('appHostname')]" + }, + "azure_app_url": { + "type": "string", + "value": "[variables('appUrl')]" + }, + "azure_app_insights_connection_string": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.connectionString.value]" + }, + "azure_cosmosdb_endpoint": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.endpoint.value]" + }, + "azure_cosmosdb_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_cosmosdb_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "azure_dns_zone_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_private_dns_zones": { + "type": "array", + "value": "[if(parameters('enablePrivateEndpoints'), union(reference(resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment'), '2022-09-01').outputs.privateDnsZones.value, createArray(reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value)), createArray())]" + }, + "azure_storage_account": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account_blob_url": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.primaryEndpoints.value.blob]" + }, + "azure_workload_identity_client_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.clientId.value]" + }, + "azure_workload_identity_principal_id": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "azure_workload_identity_name": { + "type": "string", + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.name.value]" + } + } +} \ No newline at end of file From 6364389a0f3a9c7a8e10ff91c9b82f1c739bbbed Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Tue, 11 Feb 2025 16:01:32 -0400 Subject: [PATCH 25/28] ManagedAPP --- infra/README.md | 4 + infra/core/aks/aks.bicep | 2 +- infra/core/aoai/aoai.bicep | 4 +- .../core/apim/apim.graphrag-servicedef.bicep | 3 + infra/core/scripts/deployment-script.bicep | 27 +- infra/main.bicep | 30 +- .../artifacts/scripts/updategraphrag.sh | 57 +- infra/managed-app/createUiDefinition.json | 40 +- infra/managed-app/mainTemplate.json | 1980 ++++++++++++++++- 9 files changed, 2041 insertions(+), 106 deletions(-) diff --git a/infra/README.md b/infra/README.md index afd958fe..285f3035 100644 --- a/infra/README.md +++ b/infra/README.md @@ -39,3 +39,7 @@ In the Azure Portal, go to Marketplace and create a `Service Catalog Managed App ### 6. Deploy the managed app In the Azure Portal, find and click on the managed app definition resource that was created in the previous step. A button option to `Deploy from definition` will be available. Click on it and proceed through the setup steps (defined by the `createUiDefinitions.json` file) that a consumer would experience when installing the managed app. + + +[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https%3A%2F%2Fgithub.com%2FAzure-Samples%2Fgraphrag-accelerator%2Fblob%2Fharjit-managed-app%2Finfra%2FmainTemplate.json) + diff --git a/infra/core/aks/aks.bicep b/infra/core/aks/aks.bicep index 8d349b73..a990745f 100644 --- a/infra/core/aks/aks.bicep +++ b/infra/core/aks/aks.bicep @@ -65,7 +65,7 @@ resource aks 'Microsoft.ContainerService/managedClusters@2024-09-02-preview' = { } properties: { enableRBAC: true - disableLocalAccounts: true + disableLocalAccounts: false dnsPrefix: !empty(dnsPrefix) ? dnsPrefix : toLower(clusterName) aadProfile: { managed: true diff --git a/infra/core/aoai/aoai.bicep b/infra/core/aoai/aoai.bicep index 4566b456..4b775eb4 100644 --- a/infra/core/aoai/aoai.bicep +++ b/infra/core/aoai/aoai.bicep @@ -17,10 +17,10 @@ param embeddingModelName string = 'text-embedding-ada-002' param embeddingModelVersion string @description('TPM quota for llm model deployment (x1000)') -param llmTpmQuota int = 10 +param llmTpmQuota int = 1 @description('TPM quota for embedding model deployment (x1000)') -param embeddingTpmQuota int = 10 +param embeddingTpmQuota int = 1 resource aoai 'Microsoft.CognitiveServices/accounts@2024-10-01' = { name: openAiName diff --git a/infra/core/apim/apim.graphrag-servicedef.bicep b/infra/core/apim/apim.graphrag-servicedef.bicep index 15db4f7a..4762510e 100644 --- a/infra/core/apim/apim.graphrag-servicedef.bicep +++ b/infra/core/apim/apim.graphrag-servicedef.bicep @@ -5,6 +5,9 @@ param backendUrl string param name string param apimname string + + + resource api 'Microsoft.ApiManagement/service/apis@2023-09-01-preview' = { name: '${apimname}/${name}' properties: { diff --git a/infra/core/scripts/deployment-script.bicep b/infra/core/scripts/deployment-script.bicep index a9373d93..a30ed9ca 100644 --- a/infra/core/scripts/deployment-script.bicep +++ b/infra/core/scripts/deployment-script.bicep @@ -16,10 +16,9 @@ param azure_apim_name string param managed_identity_aks string param ai_search_name string -@description('Specifies the primary script URI.') -param primaryScriptUri string param imagename string param imageversion string +param script_file string param azure_aoai_endpoint string @@ -47,6 +46,8 @@ param azure_workload_identity_client_id string param azure_workload_identity_principal_id string param azure_workload_identity_name string param cognitive_services_audience string = 'https://cognitiveservices.azure.com/default' +param public_storage_account_name string +param public_storage_account_key string var clusterAdminRoleDefinitionId = resourceId('Microsoft.Authorization/roleDefinitions', '0ab0b1a8-8aac-4efd-b8c2-3ee1fb270be8') @@ -55,13 +56,18 @@ resource aksCluster 'Microsoft.ContainerService/managedClusters@2022-11-02-previ name: azure_aks_name } +resource managedIdentity 'Microsoft.ManagedIdentity/userAssignedIdentities@2023-01-31' = { + name: uniqueString(resourceGroup().id) + location: location +} + resource clusterAdminContributorRoleAssignment 'Microsoft.Authorization/roleAssignments@2022-04-01' = { name: guid(managed_identity_aks, aksCluster.id, clusterAdminRoleDefinitionId) scope: aksCluster properties: { roleDefinitionId: clusterAdminRoleDefinitionId - principalId: managed_identity_aks + principalId: managedIdentity.properties.principalId principalType: 'ServicePrincipal' } } @@ -73,10 +79,14 @@ resource deploymentScript 'Microsoft.Resources/deploymentScripts@2020-10-01'= { identity: { type: 'UserAssigned' userAssignedIdentities: { - '${managed_identity_aks}': {} + '${managedIdentity.id}': {} } } properties: { + storageAccountSettings: { + storageAccountName: public_storage_account_name + storageAccountKey: public_storage_account_key + } forceUpdateTag: utcValue azCliVersion: '2.7.0' timeout: 'PT1H' @@ -219,12 +229,19 @@ resource deploymentScript 'Microsoft.Resources/deploymentScripts@2020-10-01'= { value: azure_aoai_endpoint } + + { + name: 'AZURE_RESOURCE_GROUP' + + value: resourceGroup().name + } ] cleanupPreference: 'OnSuccess' retentionInterval: 'P1D' - primaryScriptUri: primaryScriptUri + //primaryScriptUri: primaryScriptUri + scriptContent:script_file } dependsOn: [ aksCluster diff --git a/infra/main.bicep b/infra/main.bicep index 8dbbe5e1..e076b8fe 100644 --- a/infra/main.bicep +++ b/infra/main.bicep @@ -67,7 +67,7 @@ param llmModelName string = 'gpt-4o' param llmModelVersion string = '2024-08-06' @description('Quota of the AOAI LLM model to use.') @minValue(1) -param llmModelQuota int = 10 +param llmModelQuota int = 1 @description('Name of the AOAI embedding model to use. Must match official model id. For more information: https://learn.microsoft.com/en-us/azure/ai-services/openai/concepts/models') @allowed(['text-embedding-ada-002', 'text-embedding-3-large']) @@ -75,7 +75,11 @@ param embeddingModelName string = 'text-embedding-ada-002' param embeddingModelVersion string = '2' @description('Quota of the AOAI embedding model to use.') @minValue(1) -param embeddingModelQuota int = 10 +param embeddingModelQuota int = 1 + + +param publicStorageAccountName string ='' +param publicStorageAccountKey string ='' var abbrs = loadJsonContent('abbreviations.json') var tags = { 'azd-env-name': resourceGroup } @@ -372,7 +376,7 @@ module deploymentScript 'core/scripts/deployment-script.bicep' ={ utcValue: utcString name:'graphragscript' location:location - subscriptionId:subscription().subscriptionId + subscriptionId:subscription().id tenantid:tenant().tenantId acrserver:'graphrag.azure.acr.io' azure_location:location @@ -387,7 +391,7 @@ module deploymentScript 'core/scripts/deployment-script.bicep' ={ azure_apim_gateway_url:apim.outputs.apimGatewayUrl azure_apim_name :apim.outputs.name managed_identity_aks:aks.outputs.systemIdentity - primaryScriptUri:'file://./scripts/deployment-script.sh' + script_file:loadTextContent('managed-app/artifacts/scripts/updategraphrag.sh') ai_search_name:aiSearch.name azure_aoai_endpoint:aoai.outputs.openAiEndpoint azure_aoai_llm_model : aoai.outputs.llmModel @@ -396,26 +400,30 @@ module deploymentScript 'core/scripts/deployment-script.bicep' ={ azure_aoai_embedding_model:aoai.outputs.textEmbeddingModel azure_aoai_embedding_model_deployment_name:aoai.outputs.textEmbeddingModelDeploymentName azure_aoai_embedding_model_api_version:aoai.outputs.textEmbeddingModelApiVersion - azure_app_hostname:appHostname azure_app_url:appUrl azure_app_insights_connection_string:appInsights.outputs.connectionString - azure_cosmosdb_endpoint :cosmosdb.outputs.endpoint azure_cosmosdb_name:cosmosdb.outputs.name azure_cosmosdb_id:cosmosdb.outputs.id - azure_dns_zone_name:privateDnsZone.outputs.name - - azure_storage_account:storage.outputs.name azure_storage_account_blob_url:storage.outputs.primaryEndpoints.blob - azure_workload_identity_client_id:workloadIdentity.outputs.clientId azure_workload_identity_principal_id:workloadIdentity.outputs.principalId azure_workload_identity_name:workloadIdentity.outputs.name - + public_storage_account_name: publicStorageAccountName + public_storage_account_key: publicStorageAccountKey + + } +} +module apimgraphragservicedef 'core/apim/apim.graphrag-servicedef.bicep'={ + name: 'graphragservicedef-deployment' + params:{ + name:'GraphRag' + apimname:apim.outputs.name + backendUrl:appUrl } } diff --git a/infra/managed-app/artifacts/scripts/updategraphrag.sh b/infra/managed-app/artifacts/scripts/updategraphrag.sh index 6b9d21da..686c72de 100755 --- a/infra/managed-app/artifacts/scripts/updategraphrag.sh +++ b/infra/managed-app/artifacts/scripts/updategraphrag.sh @@ -1,14 +1,15 @@ #!/bin/bash # Install kubectl +set -e az aks install-cli --only-show-errors +az login --identity + # Get AKS credentials az aks get-credentials \ --admin \ - --name $clusterName \ - --resource-group $resourceGroupName \ - --subscription $subscriptionId \ - --only-show-errors + --name $AZURE_AKS_NAME \ + --resource-group $AZURE_RESOURCE_GROUP --only-show-errors # Check if the cluster is private or not @@ -27,37 +28,27 @@ helm repo add ingress-nginx https://kubernetes.github.io/ingress-nginx # Update Helm repos helm repo update -helm pull oci://graphrag.azurecr.io/graphrag --generate-name - -tar -xvf graphrag-0.1.0.tgz - +helm pull oci://graphrag.azurecr.io/graphrag --untar - - # Log whether the cluster is public or private - echo "$clusterName AKS cluster is public" - - # Install Prometheus - - # Install NGINX ingress controller using the internal load balancer - helm upgrade -i graphrag ./graphrag -f ./graphrag/values.yaml \ - --namespace $aksNamespace --create-namespace \ - --set "serviceAccount.name=$AZURE_AKS_SERVICE_ACCOUNT_NAME" \ - --set "serviceAccount.annotations.azure\.workload\.identity/client-id=$AZURE_WORKLOAD_IDENTITY_CLIENT_ID" \ - --set "master.image.repository=graphrag.azurecr.io/$IMAGE_NAME" \ - --set "master.image.tag=$IMAGE_VERSION" \ - --set "ingress.host=$AZURE_APP_HOSTNAME" \ - --set "graphragConfig.APP_INSIGHTS_CONNECTION_STRING=$APP_INSIGHTS_CONNECTION_STRING" \ - --set "graphragConfig.AI_SEARCH_URL=https://$AI_SEARCH_NAME.search.windows.net" \ - --set "graphragConfig.COSMOS_URI_ENDPOINT=$AZURE_COSMOSDB_ENDPOINT" \ - --set "graphragConfig.GRAPHRAG_API_BASE=$AZURE_OPENAI_ENDPOINT" \ - --set "graphragConfig.GRAPHRAG_API_VERSION=$AZURE_AOAI_LLM_MODEL_API_VERSION" \ - --set "graphragConfig.GRAPHRAG_LLM_MODEL=$AZURE_AOAI_LLM_MODEL"\ - --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$AZURE_AOAI_EMBEDDING_MODEL" \ - --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME" \ - --set "graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE" \ - --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$AZURE_STORAGE_ACCOUNT_BLOB_URL" +helm upgrade -i graphrag ./graphrag -f ./graphrag/values.yaml \ + --namespace $aksNamespace --create-namespace \ + --set "serviceAccount.name=$AZURE_AKS_SERVICE_ACCOUNT_NAME" \ + --set "serviceAccount.annotations.azure\.workload\.identity/client-id=$AZURE_WORKLOAD_IDENTITY_CLIENT_ID" \ + --set "master.image.repository=graphrag.azurecr.io/$IMAGE_NAME" \ + --set "master.image.tag=$IMAGE_VERSION" \ + --set "ingress.host=$AZURE_APP_HOSTNAME" \ + --set "graphragConfig.APPLICATIONINSIGHTS_CONNECTION_STRING=$APP_INSIGHTS_CONNECTION_STRING" \ + --set "graphragConfig.AI_SEARCH_URL=https://$AI_SEARCH_NAME.search.windows.net" \ + --set "graphragConfig.COSMOS_URI_ENDPOINT=$AZURE_COSMOSDB_ENDPOINT" \ + --set "graphragConfig.GRAPHRAG_API_BASE=$AZURE_OPENAI_ENDPOINT" \ + --set "graphragConfig.GRAPHRAG_API_VERSION=$AZURE_AOAI_LLM_MODEL_API_VERSION" \ + --set "graphragConfig.GRAPHRAG_LLM_MODEL=$AZURE_AOAI_LLM_MODEL"\ + --set "graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$AZURE_AOAI_EMBEDDING_MODEL" \ + --set "graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME" \ + --set "graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE" \ + --set "graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$AZURE_STORAGE_ACCOUNT_BLOB_URL" diff --git a/infra/managed-app/createUiDefinition.json b/infra/managed-app/createUiDefinition.json index 50a09752..cebd039b 100644 --- a/infra/managed-app/createUiDefinition.json +++ b/infra/managed-app/createUiDefinition.json @@ -159,7 +159,43 @@ "visible": true } ] + }, + { + "name": "StorageaccountSettings", + "label": "StorageAccount Settings", + "subLabel": { + "preValidation": "Configure the graphrag settings", + "postValidation": "Completed" + }, + "elements": [ + { + "name": "StorageAccountName", + "type": "Microsoft.Common.TextBox", + "label": "Storage Account", + "defaultValue": "", + "toolTip": "StorageAccountName to use", + "visible": true, + "constraints": { + "required": true + } + }, + { + "name": "StorageAccountKey", + "type": "Microsoft.Common.PasswordBox", + "label": { + "password": "Storage Account Key", + "confirmPassword": "Confirm Storage Account Key" + }, + "constraints": { + "required": true + }, + "visible": true + + } + + ] } + ], "outputs": { "resourceGroup": "[resourceGroup().name]", @@ -170,7 +206,9 @@ "embeddingModelName": "[steps('aoaiSettings').embeddingModel]", "embeddingModelQuota": "[int(steps('aoaiSettings').embeddingModelQuota)]", "llmModelVersion": "[steps('aoaiSettings').llmModelVersion]", - "embeddingModelVersion": "[steps('aoaiSettings').embeddingModelVersion]" + "embeddingModelVersion": "[steps('aoaiSettings').embeddingModelVersion]", + "publicStorageAccountName": "[steps('StorageaccountSettings').StorageAccountName]", + "publicStorageAccountKey": "[steps('StorageaccountSettings').StorageAccountKey]" } } } \ No newline at end of file diff --git a/infra/managed-app/mainTemplate.json b/infra/managed-app/mainTemplate.json index 6f46827d..e8f96874 100644 --- a/infra/managed-app/mainTemplate.json +++ b/infra/managed-app/mainTemplate.json @@ -4,8 +4,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "9931387349449043336" + "version": "0.33.93.31351", + "templateHash": "9942415607713496570" } }, "parameters": { @@ -92,6 +92,18 @@ "type": "string", "defaultValue": "" }, + "utcString": { + "type": "string", + "defaultValue": "[utcNow()]" + }, + "graphragimage": { + "type": "string", + "defaultValue": "graphragbackend" + }, + "graphragimageversion": { + "type": "string", + "defaultValue": "latest" + }, "llmModelName": { "type": "string", "defaultValue": "gpt-4o", @@ -112,7 +124,7 @@ }, "llmModelQuota": { "type": "int", - "defaultValue": 10, + "defaultValue": 1, "minValue": 1, "metadata": { "description": "Quota of the AOAI LLM model to use." @@ -135,11 +147,19 @@ }, "embeddingModelQuota": { "type": "int", - "defaultValue": 10, + "defaultValue": 1, "minValue": 1, "metadata": { "description": "Quota of the AOAI embedding model to use." } + }, + "publicStorageAccountName": { + "type": "string", + "defaultValue": "" + }, + "publicStorageAccountKey": { + "type": "securestring", + "defaultValue": "" } }, "variables": { @@ -280,6 +300,7 @@ "webSitesFunctions": "func-", "webStaticSites": "stapp-" }, + "$fxv#1": "#!/bin/bash\n# Install kubectl\nset -e\naz aks install-cli --only-show-errors\n \n\n# Get AKS credentials\naz aks get-credentials \\\n --admin \\\n --name $AZURE_AKS_NAME \\\n --resource-group $AZURE_RESOURCE_GROUP --only-show-errors\n\n# Check if the cluster is private or not\n\n# Assign a value to aksNamespace\naksNamespace=\"graphrag\"\n\n# Install Helm\ncurl https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3 -o get_helm.sh -s\nchmod 700 get_helm.sh\n./get_helm.sh &>/dev/null\n\n# Add Helm repos\nhelm repo add prometheus-community https://prometheus-community.github.io/helm-charts\nhelm repo add ingress-nginx https://kubernetes.github.io/ingress-nginx\n\n# Update Helm repos\nhelm repo update\n\nhelm pull oci://graphrag.azurecr.io/graphrag --untar\n\n \nhelm upgrade -i graphrag ./graphrag -f ./graphrag/values.yaml \\\n --namespace $aksNamespace --create-namespace \\\n --set \"serviceAccount.name=$AZURE_AKS_SERVICE_ACCOUNT_NAME\" \\\n --set \"serviceAccount.annotations.azure\\.workload\\.identity/client-id=$AZURE_WORKLOAD_IDENTITY_CLIENT_ID\" \\\n --set \"master.image.repository=graphrag.azurecr.io/$IMAGE_NAME\" \\\n --set \"master.image.tag=$IMAGE_VERSION\" \\\n --set \"ingress.host=$AZURE_APP_HOSTNAME\" \\\n --set \"graphragConfig.APPLICATIONINSIGHTS_CONNECTION_STRING=$APP_INSIGHTS_CONNECTION_STRING\" \\\n --set \"graphragConfig.AI_SEARCH_URL=https://$AI_SEARCH_NAME.search.windows.net\" \\\n --set \"graphragConfig.COSMOS_URI_ENDPOINT=$AZURE_COSMOSDB_ENDPOINT\" \\\n --set \"graphragConfig.GRAPHRAG_API_BASE=$AZURE_OPENAI_ENDPOINT\" \\\n --set \"graphragConfig.GRAPHRAG_API_VERSION=$AZURE_AOAI_LLM_MODEL_API_VERSION\" \\\n --set \"graphragConfig.GRAPHRAG_LLM_MODEL=$AZURE_AOAI_LLM_MODEL\"\\\n --set \"graphragConfig.GRAPHRAG_LLM_DEPLOYMENT_NAME=$AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME\" \\\n --set \"graphragConfig.GRAPHRAG_EMBEDDING_MODEL=$AZURE_AOAI_EMBEDDING_MODEL\" \\\n --set \"graphragConfig.GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=$AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME\" \\\n --set \"graphragConfig.COGNITIVE_SERVICES_AUDIENCE=$COGNITIVE_SERVICES_AUDIENCE\" \\\n --set \"graphragConfig.STORAGE_ACCOUNT_BLOB_URL=$AZURE_STORAGE_ACCOUNT_BLOB_URL\"\n\n \n\n\n\n", "resourceBaseNameFinal": "[if(not(empty(parameters('resourceBaseName'))), parameters('resourceBaseName'), toLower(uniqueString(format('{0}/resourceGroups/{1}', subscription().id, parameters('resourceGroup')))))]", "abbrs": "[variables('$fxv#0')]", "tags": { @@ -324,8 +345,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "12633129174833370467" + "version": "0.33.93.31351", + "templateHash": "15674161325892705676" } }, "parameters": { @@ -472,8 +493,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "7894561717174372245" + "version": "0.33.93.31351", + "templateHash": "13254511464568135903" } }, "parameters": { @@ -527,8 +548,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "6505063178335705329" + "version": "0.33.93.31351", + "templateHash": "11258206015777241921" } }, "parameters": { @@ -605,8 +626,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "7427556975670137358" + "version": "0.33.93.31351", + "templateHash": "16619124547797522615" } }, "parameters": { @@ -914,8 +935,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "7094004855498640344" + "version": "0.33.93.31351", + "templateHash": "9158217012658604749" } }, "parameters": { @@ -1065,8 +1086,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "3498035798180053085" + "version": "0.33.93.31351", + "templateHash": "15475380690582621771" } }, "parameters": { @@ -1112,14 +1133,14 @@ }, "llmTpmQuota": { "type": "int", - "defaultValue": 10, + "defaultValue": 1, "metadata": { "description": "TPM quota for llm model deployment (x1000)" } }, "embeddingTpmQuota": { "type": "int", - "defaultValue": 10, + "defaultValue": 1, "metadata": { "description": "TPM quota for embedding model deployment (x1000)" } @@ -1236,8 +1257,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "2055687397636798534" + "version": "0.33.93.31351", + "templateHash": "3579514199569414551" } }, "parameters": { @@ -1336,8 +1357,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "11487597397946974030" + "version": "0.33.93.31351", + "templateHash": "4262586997141187053" } }, "parameters": { @@ -1517,7 +1538,7 @@ }, "properties": { "enableRBAC": true, - "disableLocalAccounts": true, + "disableLocalAccounts": false, "dnsPrefix": "[if(not(empty(parameters('dnsPrefix'))), parameters('dnsPrefix'), toLower(parameters('clusterName')))]", "aadProfile": { "managed": true, @@ -1685,8 +1706,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "11816911936820039606" + "version": "0.33.93.31351", + "templateHash": "4114639481216656536" } }, "parameters": { @@ -1813,8 +1834,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "2376857239076024622" + "version": "0.33.93.31351", + "templateHash": "4148789917591925909" } }, "parameters": { @@ -1905,8 +1926,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "5608400408329637194" + "version": "0.33.93.31351", + "templateHash": "5352518107419090409" } }, "parameters": { @@ -2085,8 +2106,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "14280738582927740005" + "version": "0.33.93.31351", + "templateHash": "11002141915701219380" } }, "parameters": { @@ -2204,8 +2225,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "14582251664377611150" + "version": "0.33.93.31351", + "templateHash": "14843923724157327855" } }, "parameters": { @@ -2456,8 +2477,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "10620983066885906719" + "version": "0.33.93.31351", + "templateHash": "2670804874768629752" } }, "parameters": { @@ -2564,8 +2585,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "11208726344160642523" + "version": "0.33.93.31351", + "templateHash": "17962046310475786003" } }, "parameters": { @@ -2657,8 +2678,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "1285005992081263811" + "version": "0.33.93.31351", + "templateHash": "13258802455944913421" } }, "parameters": { @@ -2755,8 +2776,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "16525541988331055931" + "version": "0.33.93.31351", + "templateHash": "1905656724149562282" } }, "parameters": { @@ -2835,8 +2856,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "6113218360443805978" + "version": "0.33.93.31351", + "templateHash": "9115361788050213720" } }, "parameters": { @@ -2956,8 +2977,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "3076000571800932587" + "version": "0.33.93.31351", + "templateHash": "6906230456894515846" } }, "parameters": { @@ -3057,8 +3078,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "13518705746136222913" + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" } }, "parameters": { @@ -3168,8 +3189,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "13518705746136222913" + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" } }, "parameters": { @@ -3279,8 +3300,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "13518705746136222913" + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" } }, "parameters": { @@ -3388,8 +3409,8 @@ "metadata": { "_generator": { "name": "bicep", - "version": "0.33.13.18514", - "templateHash": "13518705746136222913" + "version": "0.33.93.31351", + "templateHash": "13335949838347044523" } }, "parameters": { @@ -3464,6 +3485,1859 @@ "[resourceId('Microsoft.Resources/deployments', 'privatelink-private-dns-zones-deployment')]", "[resourceId('Microsoft.Resources/deployments', 'vnet-deployment')]" ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "[parameters('utcString')]", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "utcValue": { + "value": "[parameters('utcString')]" + }, + "name": { + "value": "graphragscript" + }, + "location": { + "value": "[parameters('location')]" + }, + "subscriptionId": { + "value": "[subscription().id]" + }, + "tenantid": { + "value": "[tenant().tenantId]" + }, + "acrserver": { + "value": "graphrag.azure.acr.io" + }, + "azure_location": { + "value": "[parameters('location')]" + }, + "azure_acr_login_server": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.loginServer.value]" + }, + "azure_acr_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'acr-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_aks_controlplanefqdn": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.controlPlaneFqdn.value]" + }, + "azure_aks_managed_rg": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.managedResourceGroup.value]" + }, + "azure_aks_service_account_name": { + "value": "[variables('aksServiceAccountName')]" + }, + "imagename": { + "value": "[parameters('graphragimage')]" + }, + "imageversion": { + "value": "[parameters('graphragimageversion')]" + }, + "azure_apim_gateway_url": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.apimGatewayUrl.value]" + }, + "azure_apim_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "managed_identity_aks": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aks-deployment'), '2022-09-01').outputs.systemIdentity.value]" + }, + "script_file": { + "value": "[variables('$fxv#1')]" + }, + "ai_search_name": { + "value": "aisearch-deployment" + }, + "azure_aoai_endpoint": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.openAiEndpoint.value]" + }, + "azure_aoai_llm_model": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModel.value]" + }, + "azure_aoai_llm_model_deployment_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelDeploymentName.value]" + }, + "azure_aoai_llm_model_api_version": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.llmModelApiVersion.value]" + }, + "azure_aoai_embedding_model": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModel.value]" + }, + "azure_aoai_embedding_model_deployment_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelDeploymentName.value]" + }, + "azure_aoai_embedding_model_api_version": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'aoai-deployment'), '2022-09-01').outputs.textEmbeddingModelApiVersion.value]" + }, + "azure_app_hostname": { + "value": "[variables('appHostname')]" + }, + "azure_app_url": { + "value": "[variables('appUrl')]" + }, + "azure_app_insights_connection_string": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'app-insights-deployment'), '2022-09-01').outputs.connectionString.value]" + }, + "azure_cosmosdb_endpoint": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.endpoint.value]" + }, + "azure_cosmosdb_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_cosmosdb_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment'), '2022-09-01').outputs.id.value]" + }, + "azure_dns_zone_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.name.value]" + }, + "azure_storage_account_blob_url": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'storage-deployment'), '2022-09-01').outputs.primaryEndpoints.value.blob]" + }, + "azure_workload_identity_client_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.clientId.value]" + }, + "azure_workload_identity_principal_id": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.principalId.value]" + }, + "azure_workload_identity_name": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment'), '2022-09-01').outputs.name.value]" + }, + "public_storage_account_name": { + "value": "[parameters('publicStorageAccountName')]" + }, + "public_storage_account_key": { + "value": "[parameters('publicStorageAccountKey')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "17195102145442235485" + } + }, + "parameters": { + "name": { + "type": "string" + }, + "utcValue": { + "type": "string" + }, + "location": { + "type": "string" + }, + "subscriptionId": { + "type": "string" + }, + "tenantid": { + "type": "string" + }, + "acrserver": { + "type": "string" + }, + "azure_location": { + "type": "string" + }, + "azure_acr_login_server": { + "type": "string" + }, + "azure_acr_name": { + "type": "string" + }, + "azure_aks_name": { + "type": "string" + }, + "azure_aks_controlplanefqdn": { + "type": "string" + }, + "azure_aks_managed_rg": { + "type": "string" + }, + "azure_aks_service_account_name": { + "type": "string" + }, + "azure_apim_gateway_url": { + "type": "string" + }, + "azure_apim_name": { + "type": "string" + }, + "managed_identity_aks": { + "type": "string" + }, + "ai_search_name": { + "type": "string" + }, + "imagename": { + "type": "string" + }, + "imageversion": { + "type": "string" + }, + "script_file": { + "type": "string" + }, + "azure_aoai_endpoint": { + "type": "string" + }, + "azure_aoai_llm_model": { + "type": "string" + }, + "azure_aoai_llm_model_deployment_name": { + "type": "string" + }, + "azure_aoai_llm_model_api_version": { + "type": "string" + }, + "azure_aoai_embedding_model": { + "type": "string" + }, + "azure_aoai_embedding_model_deployment_name": { + "type": "string" + }, + "azure_aoai_embedding_model_api_version": { + "type": "string" + }, + "azure_app_hostname": { + "type": "string" + }, + "azure_app_url": { + "type": "string" + }, + "azure_app_insights_connection_string": { + "type": "string" + }, + "azure_cosmosdb_endpoint": { + "type": "string" + }, + "azure_cosmosdb_name": { + "type": "string" + }, + "azure_cosmosdb_id": { + "type": "string" + }, + "azure_dns_zone_name": { + "type": "string" + }, + "azure_storage_account": { + "type": "string" + }, + "azure_storage_account_blob_url": { + "type": "string" + }, + "azure_workload_identity_client_id": { + "type": "string" + }, + "azure_workload_identity_principal_id": { + "type": "string" + }, + "azure_workload_identity_name": { + "type": "string" + }, + "cognitive_services_audience": { + "type": "string", + "defaultValue": "https://cognitiveservices.azure.com/default" + }, + "public_storage_account_name": { + "type": "string" + }, + "public_storage_account_key": { + "type": "string" + } + }, + "variables": { + "clusterAdminRoleDefinitionId": "[resourceId('Microsoft.Authorization/roleDefinitions', '0ab0b1a8-8aac-4efd-b8c2-3ee1fb270be8')]" + }, + "resources": [ + { + "type": "Microsoft.ManagedIdentity/userAssignedIdentities", + "apiVersion": "2023-01-31", + "name": "[uniqueString(resourceGroup().id)]", + "location": "[parameters('location')]" + }, + { + "type": "Microsoft.Authorization/roleAssignments", + "apiVersion": "2022-04-01", + "scope": "[format('Microsoft.ContainerService/managedClusters/{0}', parameters('azure_aks_name'))]", + "name": "[guid(parameters('managed_identity_aks'), resourceId('Microsoft.ContainerService/managedClusters', parameters('azure_aks_name')), variables('clusterAdminRoleDefinitionId'))]", + "properties": { + "roleDefinitionId": "[variables('clusterAdminRoleDefinitionId')]", + "principalId": "[reference(resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id)), '2023-01-31').principalId]", + "principalType": "ServicePrincipal" + }, + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id))]" + ] + }, + { + "type": "Microsoft.Resources/deploymentScripts", + "apiVersion": "2020-10-01", + "name": "[parameters('name')]", + "location": "[parameters('location')]", + "kind": "AzureCLI", + "identity": { + "type": "UserAssigned", + "userAssignedIdentities": { + "[format('{0}', resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id)))]": {} + } + }, + "properties": { + "storageAccountSettings": { + "storageAccountName": "[parameters('public_storage_account_name')]", + "storageAccountKey": "[parameters('public_storage_account_key')]" + }, + "forceUpdateTag": "[parameters('utcValue')]", + "azCliVersion": "2.7.0", + "timeout": "PT1H", + "environmentVariables": [ + { + "name": "AZURE_SUBSCRIPTION_ID", + "value": "[parameters('subscriptionId')]" + }, + { + "name": "AZURE_TENANT_ID", + "value": "[parameters('tenantid')]" + }, + { + "name": "ACR_SERVER", + "value": "[parameters('acrserver')]" + }, + { + "name": "AZURE_LOCATION", + "value": "[parameters('azure_location')]" + }, + { + "name": "AZURE_ACR_LOGIN_SERVER", + "value": "[parameters('azure_acr_login_server')]" + }, + { + "name": "AZURE_ACR_NAME", + "value": "[parameters('azure_acr_name')]" + }, + { + "name": "AZURE_AKS_NAME", + "value": "[parameters('azure_aks_name')]" + }, + { + "name": "AZURE_AKS_CONTROLPLANEFQDN", + "value": "[parameters('azure_aks_controlplanefqdn')]" + }, + { + "name": "AZURE_AKS_MANAGED_RG", + "value": "[parameters('azure_aks_managed_rg')]" + }, + { + "name": "AZURE_AKS_SERVICE_ACCOUNT_NAME", + "value": "[parameters('azure_aks_service_account_name')]" + }, + { + "name": "AZURE_APIM_GATEWAY_URL", + "value": "[parameters('azure_apim_gateway_url')]" + }, + { + "name": "AZURE_APIM_NAME", + "value": "[parameters('azure_apim_name')]" + }, + { + "name": "MANAGED_IDENTITY_AKS", + "value": "[parameters('managed_identity_aks')]" + }, + { + "name": "IMAGE_NAME", + "value": "[parameters('imagename')]" + }, + { + "name": "IMAGE_VERSION", + "value": "[parameters('imageversion')]" + }, + { + "name": "AI_SEARCH_NAME", + "value": "[parameters('ai_search_name')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL", + "value": "[parameters('azure_aoai_llm_model')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL_DEPLOYMENT_NAME", + "value": "[parameters('azure_aoai_llm_model_deployment_name')]" + }, + { + "name": "AZURE_AOAI_LLM_MODEL_API_VERSION", + "value": "[parameters('azure_aoai_llm_model_api_version')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL", + "value": "[parameters('azure_aoai_embedding_model')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL_DEPLOYMENT_NAME", + "value": "[parameters('azure_aoai_embedding_model_deployment_name')]" + }, + { + "name": "AZURE_AOAI_EMBEDDING_MODEL_API_VERSION", + "value": "[parameters('azure_aoai_embedding_model_api_version')]" + }, + { + "name": "AZURE_APP_HOSTNAME", + "value": "[parameters('azure_app_hostname')]" + }, + { + "name": "AZURE_APP_URL", + "value": "[parameters('azure_app_url')]" + }, + { + "name": "AZURE_APP_INSIGHTS_CONNECTION_STRING", + "value": "[parameters('azure_app_insights_connection_string')]" + }, + { + "name": "AZURE_COSMOSDB_ENDPOINT", + "value": "[parameters('azure_cosmosdb_endpoint')]" + }, + { + "name": "AZURE_COSMOSDB_NAME", + "value": "[parameters('azure_cosmosdb_name')]" + }, + { + "name": "AZURE_COSMOSDB_ID", + "value": "[parameters('azure_cosmosdb_id')]" + }, + { + "name": "AZURE_DNS_ZONE_NAME", + "value": "[parameters('azure_dns_zone_name')]" + }, + { + "name": "AZURE_STORAGE_ACCOUNT", + "value": "[parameters('azure_storage_account')]" + }, + { + "name": "AZURE_STORAGE_ACCOUNT_BLOB_URL", + "value": "[parameters('azure_storage_account_blob_url')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_CLIENT_ID", + "value": "[parameters('azure_workload_identity_client_id')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_PRINCIPAL_ID", + "value": "[parameters('azure_workload_identity_principal_id')]" + }, + { + "name": "AZURE_WORKLOAD_IDENTITY_NAME", + "value": "[parameters('azure_workload_identity_name')]" + }, + { + "name": "COGNITIVE_SERVICES_AUDIENCE", + "value": "[parameters('cognitive_services_audience')]" + }, + { + "name": "AZURE_OPENAI_ENDPOINT", + "value": "[parameters('azure_aoai_endpoint')]" + }, + { + "name": "AZURE_RESOURCE_GROUP", + "value": "[resourceGroup().name]" + } + ], + "cleanupPreference": "OnSuccess", + "retentionInterval": "P1D", + "scriptContent": "[parameters('script_file')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ManagedIdentity/userAssignedIdentities', uniqueString(resourceGroup().id))]" + ] + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'acr-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aisearch-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aks-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'aoai-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'app-insights-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'cosmosdb-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'private-dns-zone-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'storage-deployment')]", + "[resourceId('Microsoft.Resources/deployments', 'workload-identity-deployment')]" + ] + }, + { + "type": "Microsoft.Resources/deployments", + "apiVersion": "2022-09-01", + "name": "graphragservicedef-deployment", + "properties": { + "expressionEvaluationOptions": { + "scope": "inner" + }, + "mode": "Incremental", + "parameters": { + "name": { + "value": "GraphRag" + }, + "apimname": { + "value": "[reference(resourceId('Microsoft.Resources/deployments', 'apim-deployment'), '2022-09-01').outputs.name.value]" + }, + "backendUrl": { + "value": "[variables('appUrl')]" + } + }, + "template": { + "$schema": "https://schema.management.azure.com/schemas/2019-04-01/deploymentTemplate.json#", + "contentVersion": "1.0.0.0", + "metadata": { + "_generator": { + "name": "bicep", + "version": "0.33.93.31351", + "templateHash": "13338625497669096861" + } + }, + "parameters": { + "backendUrl": { + "type": "string" + }, + "name": { + "type": "string" + }, + "apimname": { + "type": "string" + } + }, + "variables": { + "$fxv#0": { + "openapi": "3.1.0", + "info": { + "title": "GraphRAG", + "version": "v0.0.0" + }, + "paths": { + "/data": { + "get": { + "tags": [ + "Data Management" + ], + "summary": "Get all data storage containers.", + "description": "Retrieve a list of all data storage containers.", + "operationId": "get_all_data_storage_containers_data_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/StorageNameList" + } + } + } + } + } + }, + "post": { + "tags": [ + "Data Management" + ], + "summary": "Upload data to a data storage container", + "description": "Create a data storage container in Azure and upload files to it.\n\nArgs:\n files (List[UploadFile]): A list of files to be uploaded.\n storage_name (str): The name of the Azure Blob Storage container to which files will be uploaded.\n overwrite (bool): Whether to overwrite existing files with the same name. Defaults to True. If False, files that already exist will be skipped.\n\nReturns:\n BaseResponse: An instance of the BaseResponse model with a status message indicating the result of the upload.\n\nRaises:\n HTTPException: If the container name is invalid or if any error occurs during the upload process.", + "operationId": "upload_files_data_post", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "overwrite", + "in": "query", + "required": false, + "schema": { + "type": "boolean", + "default": true, + "title": "Overwrite" + } + } + ], + "requestBody": { + "required": true, + "content": { + "multipart/form-data": { + "schema": { + "$ref": "#/components/schemas/Body_upload_files_data_post" + } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/data/{storage_name}": { + "delete": { + "tags": [ + "Data Management" + ], + "summary": "Delete a data storage container", + "description": "Delete a specified data storage container.", + "operationId": "delete_files_data__storage_name__delete", + "parameters": [ + { + "name": "storage_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index": { + "post": { + "tags": [ + "Index Operations" + ], + "summary": "Build an index", + "operationId": "setup_indexing_pipeline_index_post", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "index_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "requestBody": { + "content": { + "multipart/form-data": { + "schema": { + "$ref": "#/components/schemas/Body_setup_indexing_pipeline_index_post" + } + } + } + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + }, + "get": { + "tags": [ + "Index Operations" + ], + "summary": "Get all indexes", + "description": "Retrieve a list of all index names.", + "operationId": "get_all_indexes_index_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/IndexNameList" + } + } + } + } + } + } + }, + "/index/{index_name}": { + "delete": { + "tags": [ + "Index Operations" + ], + "summary": "Delete a specified index", + "description": "Delete a specified index.", + "operationId": "delete_index_index__index_name__delete", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/BaseResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index/status/{index_name}": { + "get": { + "tags": [ + "Index Operations" + ], + "summary": "Track the status of an indexing job", + "operationId": "get_index_job_status_index_status__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/IndexStatusResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/global": { + "post": { + "tags": [ + "Query Operations" + ], + "summary": "Perform a global search across the knowledge graph index", + "description": "The global query method generates answers by searching over all AI-generated community reports in a map-reduce fashion. This is a resource-intensive method, but often gives good responses for questions that require an understanding of the dataset as a whole.", + "operationId": "global_query_query_global_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/local": { + "post": { + "tags": [ + "Query Operations" + ], + "summary": "Perform a local search across the knowledge graph index.", + "description": "The local query method generates answers by combining relevant data from the AI-extracted knowledge-graph with text chunks of the raw documents. This method is suitable for questions that require an understanding of specific entities mentioned in the documents (e.g. What are the healing properties of chamomile?).", + "operationId": "local_query_query_local_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/streaming/global": { + "post": { + "tags": [ + "Query Streaming Operations" + ], + "summary": "Stream a response back after performing a global search", + "description": "The global query method generates answers by searching over all AI-generated community reports in a map-reduce fashion. This is a resource-intensive method, but often gives good responses for questions that require an understanding of the dataset as a whole.", + "operationId": "global_search_streaming_query_streaming_global_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/query/streaming/local": { + "post": { + "tags": [ + "Query Streaming Operations" + ], + "summary": "Stream a response back after performing a local search", + "description": "The local query method generates answers by combining relevant data from the AI-extracted knowledge-graph with text chunks of the raw documents. This method is suitable for questions that require an understanding of specific entities mentioned in the documents (e.g. What are the healing properties of chamomile?).", + "operationId": "local_search_streaming_query_streaming_local_post", + "requestBody": { + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphRequest" + } + } + }, + "required": true + }, + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/index/config/prompts": { + "get": { + "tags": [ + "Index Configuration" + ], + "summary": "Generate graphrag prompts from user-provided data.", + "description": "Generating custom prompts from user-provided data may take several minutes to run based on the amount of data used.", + "operationId": "generate_prompts_index_config_prompts_get", + "parameters": [ + { + "name": "storage_name", + "in": "query", + "required": true, + "schema": { + "type": "string", + "title": "Storage Name" + } + }, + { + "name": "limit", + "in": "query", + "required": false, + "schema": { + "type": "integer", + "default": 5, + "title": "Limit" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/report/{index_name}/{report_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single community report.", + "operationId": "get_report_info_source_report__index_name___report_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "report_id", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Report Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ReportResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/text/{index_name}/{text_unit_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single base text unit.", + "operationId": "get_chunk_info_source_text__index_name___text_unit_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "text_unit_id", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Text Unit Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/TextUnitResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/entity/{index_name}/{entity_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single entity.", + "operationId": "get_entity_info_source_entity__index_name___entity_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "entity_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Entity Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/EntityResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/claim/{index_name}/{claim_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single claim.", + "operationId": "get_claim_info_source_claim__index_name___claim_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "claim_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Claim Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/ClaimResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/source/relationship/{index_name}/{relationship_id}": { + "get": { + "tags": [ + "Sources" + ], + "summary": "Return a single relationship.", + "operationId": "get_relationship_info_source_relationship__index_name___relationship_id__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + }, + { + "name": "relationship_id", + "in": "path", + "required": true, + "schema": { + "type": "integer", + "title": "Relationship Id" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/RelationshipResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/graph/graphml/{index_name}": { + "get": { + "tags": [ + "Graph Operations" + ], + "summary": "Retrieve a GraphML file of the knowledge graph", + "operationId": "retrieve_graphml_file_graph_graphml__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "GraphML file successfully downloaded", + "content": { + "application/json": { + "schema": {} + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/graph/stats/{index_name}": { + "get": { + "tags": [ + "Graph Operations" + ], + "summary": "Retrieve basic graph statistics, number of nodes and edges", + "operationId": "retrieve_graph_stats_graph_stats__index_name__get", + "parameters": [ + { + "name": "index_name", + "in": "path", + "required": true, + "schema": { + "type": "string", + "title": "Index Name" + } + } + ], + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/GraphDataResponse" + } + } + } + }, + "422": { + "description": "Validation Error", + "content": { + "application/json": { + "schema": { + "$ref": "#/components/schemas/HTTPValidationError" + } + } + } + } + } + } + }, + "/health": { + "get": { + "summary": "API health check", + "description": "Returns a 200 response to indicate the API is healthy.", + "operationId": "health_check_health_get", + "responses": { + "200": { + "description": "Successful Response", + "content": { + "application/json": { + "schema": {} + } + } + } + } + } + } + }, + "components": { + "schemas": { + "BaseResponse": { + "properties": { + "status": { + "type": "string", + "title": "Status" + } + }, + "type": "object", + "required": [ + "status" + ], + "title": "BaseResponse" + }, + "Body_setup_indexing_pipeline_index_post": { + "properties": { + "entity_extraction_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Entity Extraction Prompt" + }, + "community_report_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Community Report Prompt" + }, + "summarize_descriptions_prompt": { + "anyOf": [ + { + "type": "string", + "format": "binary" + }, + { + "type": "null" + } + ], + "title": "Summarize Descriptions Prompt" + } + }, + "type": "object", + "title": "Body_setup_indexing_pipeline_index_post" + }, + "Body_upload_files_data_post": { + "properties": { + "files": { + "items": { + "type": "string", + "format": "binary" + }, + "type": "array", + "title": "Files" + } + }, + "type": "object", + "required": [ + "files" + ], + "title": "Body_upload_files_data_post" + }, + "ClaimResponse": { + "properties": { + "covariate_type": { + "type": "string", + "title": "Covariate Type" + }, + "type": { + "type": "string", + "title": "Type" + }, + "description": { + "type": "string", + "title": "Description" + }, + "subject_id": { + "type": "string", + "title": "Subject Id" + }, + "object_id": { + "type": "string", + "title": "Object Id" + }, + "source_text": { + "type": "string", + "title": "Source Text" + }, + "text_unit_id": { + "type": "string", + "title": "Text Unit Id" + }, + "document_ids": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Document Ids" + } + }, + "type": "object", + "required": [ + "covariate_type", + "type", + "description", + "subject_id", + "object_id", + "source_text", + "text_unit_id", + "document_ids" + ], + "title": "ClaimResponse" + }, + "EntityResponse": { + "properties": { + "name": { + "type": "string", + "title": "Name" + }, + "description": { + "type": "string", + "title": "Description" + }, + "text_units": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Text Units" + } + }, + "type": "object", + "required": [ + "name", + "description", + "text_units" + ], + "title": "EntityResponse" + }, + "GraphDataResponse": { + "properties": { + "nodes": { + "type": "integer", + "title": "Nodes" + }, + "edges": { + "type": "integer", + "title": "Edges" + } + }, + "type": "object", + "required": [ + "nodes", + "edges" + ], + "title": "GraphDataResponse" + }, + "GraphRequest": { + "properties": { + "index_name": { + "anyOf": [ + { + "type": "string" + }, + { + "items": { + "type": "string" + }, + "type": "array" + } + ], + "title": "Index Name" + }, + "query": { + "type": "string", + "title": "Query" + } + }, + "type": "object", + "required": [ + "index_name", + "query" + ], + "title": "GraphRequest" + }, + "GraphResponse": { + "properties": { + "result": { + "title": "Result" + }, + "context_data": { + "title": "Context Data" + } + }, + "type": "object", + "required": [ + "result", + "context_data" + ], + "title": "GraphResponse" + }, + "HTTPValidationError": { + "properties": { + "detail": { + "items": { + "$ref": "#/components/schemas/ValidationError" + }, + "type": "array", + "title": "Detail" + } + }, + "type": "object", + "title": "HTTPValidationError" + }, + "IndexNameList": { + "properties": { + "index_name": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Index Name" + } + }, + "type": "object", + "required": [ + "index_name" + ], + "title": "IndexNameList" + }, + "IndexStatusResponse": { + "properties": { + "status_code": { + "type": "integer", + "title": "Status Code" + }, + "index_name": { + "type": "string", + "title": "Index Name" + }, + "storage_name": { + "type": "string", + "title": "Storage Name" + }, + "status": { + "type": "string", + "title": "Status" + }, + "percent_complete": { + "type": "number", + "title": "Percent Complete" + }, + "progress": { + "type": "string", + "title": "Progress" + } + }, + "type": "object", + "required": [ + "status_code", + "index_name", + "storage_name", + "status", + "percent_complete", + "progress" + ], + "title": "IndexStatusResponse" + }, + "RelationshipResponse": { + "properties": { + "source": { + "type": "string", + "title": "Source" + }, + "source_id": { + "type": "integer", + "title": "Source Id" + }, + "target": { + "type": "string", + "title": "Target" + }, + "target_id": { + "type": "integer", + "title": "Target Id" + }, + "description": { + "type": "string", + "title": "Description" + }, + "text_units": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Text Units" + } + }, + "type": "object", + "required": [ + "source", + "source_id", + "target", + "target_id", + "description", + "text_units" + ], + "title": "RelationshipResponse" + }, + "ReportResponse": { + "properties": { + "text": { + "type": "string", + "title": "Text" + } + }, + "type": "object", + "required": [ + "text" + ], + "title": "ReportResponse" + }, + "StorageNameList": { + "properties": { + "storage_name": { + "items": { + "type": "string" + }, + "type": "array", + "title": "Storage Name" + } + }, + "type": "object", + "required": [ + "storage_name" + ], + "title": "StorageNameList" + }, + "TextUnitResponse": { + "properties": { + "text": { + "type": "string", + "title": "Text" + }, + "source_document": { + "type": "string", + "title": "Source Document" + } + }, + "type": "object", + "required": [ + "text", + "source_document" + ], + "title": "TextUnitResponse" + }, + "ValidationError": { + "properties": { + "loc": { + "items": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "integer" + } + ] + }, + "type": "array", + "title": "Location" + }, + "msg": { + "type": "string", + "title": "Message" + }, + "type": { + "type": "string", + "title": "Error Type" + } + }, + "type": "object", + "required": [ + "loc", + "msg", + "type" + ], + "title": "ValidationError" + } + } + } + }, + "$fxv#1": "\n\t\n\t\t\n\t\t\n\t\t\t\n\t\t\t\t*\n\t\t\t\n\t\t\t\n\t\t\t\t*\n\t\t\t\n\t\t\t\n\t\t\t\t
*
\n\t\t\t\n\t\t\t\n\t\t\t\t
*
\n\t\t\t\n\t\t\n\t\n\t\n\t\t\n\t\n\t\n\t\t\n\t\n\t\n\t\t\n\t\n" + }, + "resources": [ + { + "type": "Microsoft.ApiManagement/service/apis/policies", + "apiVersion": "2022-08-01", + "name": "[format('{0}/{1}/{2}', split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[0], split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[1], 'policy')]", + "properties": { + "format": "rawxml", + "value": "[variables('$fxv#1')]" + }, + "dependsOn": [ + "[resourceId('Microsoft.ApiManagement/service/apis', split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[0], split(format('{0}/{1}', parameters('apimname'), parameters('name')), '/')[1])]" + ] + }, + { + "type": "Microsoft.ApiManagement/service/apis", + "apiVersion": "2023-09-01-preview", + "name": "[format('{0}/{1}', parameters('apimname'), parameters('name'))]", + "properties": { + "displayName": "GraphRAG", + "apiRevision": "1", + "subscriptionRequired": true, + "serviceUrl": "[parameters('backendUrl')]", + "path": "", + "protocols": [ + "https" + ], + "authenticationSettings": { + "oAuth2AuthenticationSettings": [], + "openidAuthenticationSettings": [] + }, + "subscriptionKeyParameterNames": { + "header": "Ocp-Apim-Subscription-Key", + "query": "subscription-key" + }, + "isCurrent": true, + "format": "openapi+json", + "value": "[string(variables('$fxv#0'))]" + } + } + ] + } + }, + "dependsOn": [ + "[resourceId('Microsoft.Resources/deployments', 'apim-deployment')]" + ] } ], "outputs": { From b687cc06177b9f5d323cb52d19f7f56b7fb952fb Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Tue, 11 Feb 2025 16:04:23 -0400 Subject: [PATCH 26/28] Updated URL --- infra/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/infra/README.md b/infra/README.md index 285f3035..24f659b2 100644 --- a/infra/README.md +++ b/infra/README.md @@ -41,5 +41,5 @@ In the Azure Portal, go to Marketplace and create a `Service Catalog Managed App In the Azure Portal, find and click on the managed app definition resource that was created in the previous step. A button option to `Deploy from definition` will be available. Click on it and proceed through the setup steps (defined by the `createUiDefinitions.json` file) that a consumer would experience when installing the managed app. -[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https%3A%2F%2Fgithub.com%2FAzure-Samples%2Fgraphrag-accelerator%2Fblob%2Fharjit-managed-app%2Finfra%2FmainTemplate.json) +[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure-Samples%2Fgraphrag-accelerator%2Frefs%2Fheads%2Fharjit-managed-app%2Finfra%2FmainTemplate.json) From a4dede04b22fcee65372b7400a000f25e5edd7e8 Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Tue, 11 Feb 2025 16:22:45 -0400 Subject: [PATCH 27/28] updated README --- infra/README.md | 16 ++++++++++++---- 1 file changed, 12 insertions(+), 4 deletions(-) diff --git a/infra/README.md b/infra/README.md index 24f659b2..6753c701 100644 --- a/infra/README.md +++ b/infra/README.md @@ -2,6 +2,13 @@ This guide is a temporary document that walks through the process to convert the graphrag solution accelerator to a managed app. + ### Prerequisites + ### 1. create a ACR and push the code to a docker image. + ### 2. This managed app uses storage account to deploy, so please copy the storage account name and the SAS key. + ### 3. When publishing the managed app , please turn on anon access to the Blob where the package can be accessed. + + ### Steps to build Managed App + ### 1. Auto format the bicep code As a precaution, start by auto-formating and linting the bicep code to detect any mistakes early-on. @@ -27,8 +34,8 @@ The name of the final two files (`mainTemplate.json` and `createUiDefinition.jso ```bash cd /infra/managed-app -zip -rj managed-app.zip . -``` + tar -a -c -f managed-app.zip createUiDefinition.json mainTemplate.json openapi.json artifacts + ``` This zip file can then be uploaded to an Azure Storage location when setting up a [Service Catalog Managed Application Definition](https://ms.portal.azure.com/#view/Microsoft_Azure_Marketplace/GalleryItemDetailsBladeNopdl/id/Microsoft.ApplianceDefinition/selectionMode~/false/resourceGroupId//resourceGroupLocation//dontDiscardJourney~/false/selectedMenuId/home/launchingContext~/%7B%22galleryItemId%22%3A%22Microsoft.ApplianceDefinition%22%2C%22source%22%3A%5B%22GalleryFeaturedMenuItemPart%22%2C%22VirtualizedTileDetails%22%5D%2C%22menuItemId%22%3A%22home%22%2C%22subMenuItemId%22%3A%22Search%20results%22%2C%22telemetryId%22%3A%2220409084-39a1-4800-bbce-d0b26a6f46a4%22%7D/searchTelemetryId/d7d20e05-ca16-47f7-bed5-9c7b8d2fa641). @@ -38,8 +45,9 @@ In the Azure Portal, go to Marketplace and create a `Service Catalog Managed App ### 6. Deploy the managed app -In the Azure Portal, find and click on the managed app definition resource that was created in the previous step. A button option to `Deploy from definition` will be available. Click on it and proceed through the setup steps (defined by the `createUiDefinitions.json` file) that a consumer would experience when installing the managed app. + +You can deploy from the portal using the following steps In the Azure Portal, find and click on the managed app definition resource that was created in the previous step. A button option to `Deploy from definition` will be available. Click on it and proceed through the setup steps (defined by the `createUiDefinitions.json` file) that a consumer would experience when installing the managed app. -[![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure-Samples%2Fgraphrag-accelerator%2Frefs%2Fheads%2Fharjit-managed-app%2Finfra%2FmainTemplate.json) +or you can deploy to azure [![Deploy to Azure](https://aka.ms/deploytoazurebutton)](https://portal.azure.com/#create/Microsoft.Template/uri/https%3A%2F%2Fraw.githubusercontent.com%2FAzure-Samples%2Fgraphrag-accelerator%2Frefs%2Fheads%2Fharjit-managed-app%2Finfra%2FmainTemplate.json) From 9656f87ef3a8346e9faaa3ebf0f5bca70c6c46f6 Mon Sep 17 00:00:00 2001 From: harjitdotsingh Date: Wed, 12 Feb 2025 16:26:57 -0400 Subject: [PATCH 28/28] updated Config --- infra/deploy.parameters.json | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/infra/deploy.parameters.json b/infra/deploy.parameters.json index 7e35ce9b..8a3d629f 100644 --- a/infra/deploy.parameters.json +++ b/infra/deploy.parameters.json @@ -1,10 +1,10 @@ { - "GRAPHRAG_API_BASE": "harjsingragbase", - "GRAPHRAG_API_VERSION": "v1", - "GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME": "graphrag-text-embedding-ada-002", - "GRAPHRAG_EMBEDDING_MODEL": "text-embedding-ada-002", - "GRAPHRAG_LLM_DEPLOYMENT_NAME": "graphrag-gpt-4o", - "GRAPHRAG_LLM_MODEL": "gpt-4o", - "LOCATION": "eastus2", - "RESOURCE_GROUP": "harjsin-grag-test" + "GRAPHRAG_API_BASE": "__GRAPHRAG_API_BASE__", + "GRAPHRAG_API_VERSION": "__GRAPHRAG_API_VERSION__", + "GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME": "__GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME__", + "GRAPHRAG_EMBEDDING_MODEL": "__GRAPHRAG_EMBEDDING_MODEL__", + "GRAPHRAG_LLM_DEPLOYMENT_NAME": "__GRAPHRAG_LLM_DEPLOYMENT_NAME__", + "GRAPHRAG_LLM_MODEL": "__GRAPHRAG_LLM_MODEL__", + "LOCATION": "__LOCATION__", + "RESOURCE_GROUP": "__RESOURCE_GROUP__" }