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import asyncio
import inspect
import json
import logging
import mimetypes
import os
import shutil
import sys
import time
import random
from uuid import uuid4
from contextlib import asynccontextmanager
from urllib.parse import urlencode, parse_qs, urlparse
from pydantic import BaseModel
from sqlalchemy import text
from typing import Optional
from aiocache import cached
import aiohttp
import anyio.to_thread
import requests
from redis import Redis
from fastapi import (
Depends,
FastAPI,
File,
Form,
HTTPException,
Request,
UploadFile,
status,
applications,
BackgroundTasks,
)
from fastapi.openapi.docs import get_swagger_ui_html
from fastapi.middleware.cors import CORSMiddleware
from fastapi.responses import FileResponse, JSONResponse, RedirectResponse
from fastapi.staticfiles import StaticFiles
from starlette_compress import CompressMiddleware
from starlette.exceptions import HTTPException as StarletteHTTPException
from starlette.middleware.base import BaseHTTPMiddleware
from starlette.middleware.sessions import SessionMiddleware
from starlette.responses import Response, StreamingResponse
from open_webui.utils import logger
from open_webui.utils.audit import AuditLevel, AuditLoggingMiddleware
from open_webui.utils.logger import start_logger
from open_webui.socket.main import (
app as socket_app,
periodic_usage_pool_cleanup,
get_models_in_use,
get_active_user_ids,
)
from open_webui.routers import (
audio,
images,
ollama,
openai,
retrieval,
pipelines,
tasks,
auths,
channels,
chats,
notes,
folders,
configs,
groups,
files,
functions,
memories,
models,
knowledge,
prompts,
evaluations,
tools,
users,
utils,
)
from open_webui.routers.retrieval import (
get_embedding_function,
get_ef,
get_rf,
)
from open_webui.internal.db import Session, engine
from open_webui.models.functions import Functions
from open_webui.models.models import Models
from open_webui.models.users import UserModel, Users
from open_webui.models.chats import Chats
from open_webui.config import (
LICENSE_KEY,
# Ollama
ENABLE_OLLAMA_API,
OLLAMA_BASE_URLS,
OLLAMA_API_CONFIGS,
# OpenAI
ENABLE_OPENAI_API,
ONEDRIVE_CLIENT_ID,
ONEDRIVE_SHAREPOINT_URL,
ONEDRIVE_SHAREPOINT_TENANT_ID,
OPENAI_API_BASE_URLS,
OPENAI_API_KEYS,
OPENAI_API_CONFIGS,
# Direct Connections
ENABLE_DIRECT_CONNECTIONS,
# Thread pool size for FastAPI/AnyIO
THREAD_POOL_SIZE,
# Tool Server Configs
TOOL_SERVER_CONNECTIONS,
# Code Execution
ENABLE_CODE_EXECUTION,
CODE_EXECUTION_ENGINE,
CODE_EXECUTION_JUPYTER_URL,
CODE_EXECUTION_JUPYTER_AUTH,
CODE_EXECUTION_JUPYTER_AUTH_TOKEN,
CODE_EXECUTION_JUPYTER_AUTH_PASSWORD,
CODE_EXECUTION_JUPYTER_TIMEOUT,
ENABLE_CODE_INTERPRETER,
CODE_INTERPRETER_ENGINE,
CODE_INTERPRETER_PROMPT_TEMPLATE,
CODE_INTERPRETER_JUPYTER_URL,
CODE_INTERPRETER_JUPYTER_AUTH,
CODE_INTERPRETER_JUPYTER_AUTH_TOKEN,
CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD,
CODE_INTERPRETER_JUPYTER_TIMEOUT,
# Image
AUTOMATIC1111_API_AUTH,
AUTOMATIC1111_BASE_URL,
AUTOMATIC1111_CFG_SCALE,
AUTOMATIC1111_SAMPLER,
AUTOMATIC1111_SCHEDULER,
COMFYUI_BASE_URL,
COMFYUI_API_KEY,
COMFYUI_WORKFLOW,
COMFYUI_WORKFLOW_NODES,
ENABLE_IMAGE_GENERATION,
ENABLE_IMAGE_PROMPT_GENERATION,
IMAGE_GENERATION_ENGINE,
IMAGE_GENERATION_MODEL,
IMAGE_SIZE,
IMAGE_STEPS,
IMAGES_OPENAI_API_BASE_URL,
IMAGES_OPENAI_API_KEY,
IMAGES_GEMINI_API_BASE_URL,
IMAGES_GEMINI_API_KEY,
# Audio
AUDIO_STT_ENGINE,
AUDIO_STT_MODEL,
AUDIO_STT_SUPPORTED_CONTENT_TYPES,
AUDIO_STT_OPENAI_API_BASE_URL,
AUDIO_STT_OPENAI_API_KEY,
AUDIO_STT_AZURE_API_KEY,
AUDIO_STT_AZURE_REGION,
AUDIO_STT_AZURE_LOCALES,
AUDIO_STT_AZURE_BASE_URL,
AUDIO_STT_AZURE_MAX_SPEAKERS,
AUDIO_TTS_API_KEY,
AUDIO_TTS_ENGINE,
AUDIO_TTS_MODEL,
AUDIO_TTS_OPENAI_API_BASE_URL,
AUDIO_TTS_OPENAI_API_KEY,
AUDIO_TTS_SPLIT_ON,
AUDIO_TTS_VOICE,
AUDIO_TTS_AZURE_SPEECH_REGION,
AUDIO_TTS_AZURE_SPEECH_BASE_URL,
AUDIO_TTS_AZURE_SPEECH_OUTPUT_FORMAT,
PLAYWRIGHT_WS_URL,
PLAYWRIGHT_TIMEOUT,
FIRECRAWL_API_BASE_URL,
FIRECRAWL_API_KEY,
WEB_LOADER_ENGINE,
WHISPER_MODEL,
WHISPER_VAD_FILTER,
WHISPER_LANGUAGE,
DEEPGRAM_API_KEY,
WHISPER_MODEL_AUTO_UPDATE,
WHISPER_MODEL_DIR,
# Retrieval
RAG_TEMPLATE,
DEFAULT_RAG_TEMPLATE,
RAG_FULL_CONTEXT,
BYPASS_EMBEDDING_AND_RETRIEVAL,
RAG_EMBEDDING_MODEL,
RAG_EMBEDDING_MODEL_AUTO_UPDATE,
RAG_EMBEDDING_MODEL_TRUST_REMOTE_CODE,
RAG_RERANKING_ENGINE,
RAG_RERANKING_MODEL,
RAG_EXTERNAL_RERANKER_URL,
RAG_EXTERNAL_RERANKER_API_KEY,
RAG_RERANKING_MODEL_AUTO_UPDATE,
RAG_RERANKING_MODEL_TRUST_REMOTE_CODE,
RAG_EMBEDDING_ENGINE,
RAG_EMBEDDING_BATCH_SIZE,
RAG_TOP_K,
RAG_TOP_K_RERANKER,
RAG_RELEVANCE_THRESHOLD,
RAG_HYBRID_BM25_WEIGHT,
RAG_ALLOWED_FILE_EXTENSIONS,
RAG_FILE_MAX_COUNT,
RAG_FILE_MAX_SIZE,
FILE_IMAGE_COMPRESSION_WIDTH,
FILE_IMAGE_COMPRESSION_HEIGHT,
RAG_OPENAI_API_BASE_URL,
RAG_OPENAI_API_KEY,
RAG_AZURE_OPENAI_BASE_URL,
RAG_AZURE_OPENAI_API_KEY,
RAG_AZURE_OPENAI_API_VERSION,
RAG_OLLAMA_BASE_URL,
RAG_OLLAMA_API_KEY,
CHUNK_OVERLAP,
CHUNK_SIZE,
CONTENT_EXTRACTION_ENGINE,
DATALAB_MARKER_API_KEY,
DATALAB_MARKER_LANGS,
DATALAB_MARKER_SKIP_CACHE,
DATALAB_MARKER_FORCE_OCR,
DATALAB_MARKER_PAGINATE,
DATALAB_MARKER_STRIP_EXISTING_OCR,
DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION,
DATALAB_MARKER_OUTPUT_FORMAT,
DATALAB_MARKER_USE_LLM,
EXTERNAL_DOCUMENT_LOADER_URL,
EXTERNAL_DOCUMENT_LOADER_API_KEY,
TIKA_SERVER_URL,
DOCLING_SERVER_URL,
DOCLING_OCR_ENGINE,
DOCLING_OCR_LANG,
DOCLING_DO_PICTURE_DESCRIPTION,
DOCLING_PICTURE_DESCRIPTION_MODE,
DOCLING_PICTURE_DESCRIPTION_LOCAL,
DOCLING_PICTURE_DESCRIPTION_API,
DOCUMENT_INTELLIGENCE_ENDPOINT,
DOCUMENT_INTELLIGENCE_KEY,
MISTRAL_OCR_API_KEY,
RAG_TEXT_SPLITTER,
TIKTOKEN_ENCODING_NAME,
PDF_EXTRACT_IMAGES,
YOUTUBE_LOADER_LANGUAGE,
YOUTUBE_LOADER_PROXY_URL,
# Retrieval (Web Search)
ENABLE_WEB_SEARCH,
WEB_SEARCH_ENGINE,
BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL,
BYPASS_WEB_SEARCH_WEB_LOADER,
WEB_SEARCH_RESULT_COUNT,
WEB_SEARCH_CONCURRENT_REQUESTS,
WEB_SEARCH_TRUST_ENV,
WEB_SEARCH_DOMAIN_FILTER_LIST,
JINA_API_KEY,
SEARCHAPI_API_KEY,
SEARCHAPI_ENGINE,
SERPAPI_API_KEY,
SERPAPI_ENGINE,
SEARXNG_QUERY_URL,
YACY_QUERY_URL,
YACY_USERNAME,
YACY_PASSWORD,
SERPER_API_KEY,
SERPLY_API_KEY,
SERPSTACK_API_KEY,
SERPSTACK_HTTPS,
TAVILY_API_KEY,
TAVILY_EXTRACT_DEPTH,
BING_SEARCH_V7_ENDPOINT,
BING_SEARCH_V7_SUBSCRIPTION_KEY,
BRAVE_SEARCH_API_KEY,
EXA_API_KEY,
PERPLEXITY_API_KEY,
PERPLEXITY_MODEL,
PERPLEXITY_SEARCH_CONTEXT_USAGE,
SOUGOU_API_SID,
SOUGOU_API_SK,
KAGI_SEARCH_API_KEY,
MOJEEK_SEARCH_API_KEY,
BOCHA_SEARCH_API_KEY,
GOOGLE_PSE_API_KEY,
GOOGLE_PSE_ENGINE_ID,
GOOGLE_DRIVE_CLIENT_ID,
GOOGLE_DRIVE_API_KEY,
ONEDRIVE_CLIENT_ID,
ONEDRIVE_SHAREPOINT_URL,
ONEDRIVE_SHAREPOINT_TENANT_ID,
ENABLE_RAG_HYBRID_SEARCH,
ENABLE_RAG_LOCAL_WEB_FETCH,
ENABLE_WEB_LOADER_SSL_VERIFICATION,
ENABLE_GOOGLE_DRIVE_INTEGRATION,
ENABLE_ONEDRIVE_INTEGRATION,
UPLOAD_DIR,
EXTERNAL_WEB_SEARCH_URL,
EXTERNAL_WEB_SEARCH_API_KEY,
EXTERNAL_WEB_LOADER_URL,
EXTERNAL_WEB_LOADER_API_KEY,
# WebUI
WEBUI_AUTH,
WEBUI_NAME,
WEBUI_BANNERS,
WEBHOOK_URL,
ADMIN_EMAIL,
SHOW_ADMIN_DETAILS,
JWT_EXPIRES_IN,
ENABLE_SIGNUP,
ENABLE_LOGIN_FORM,
ENABLE_API_KEY,
ENABLE_API_KEY_ENDPOINT_RESTRICTIONS,
API_KEY_ALLOWED_ENDPOINTS,
ENABLE_CHANNELS,
ENABLE_NOTES,
ENABLE_COMMUNITY_SHARING,
ENABLE_MESSAGE_RATING,
ENABLE_USER_WEBHOOKS,
ENABLE_EVALUATION_ARENA_MODELS,
USER_PERMISSIONS,
DEFAULT_USER_ROLE,
PENDING_USER_OVERLAY_CONTENT,
PENDING_USER_OVERLAY_TITLE,
DEFAULT_PROMPT_SUGGESTIONS,
DEFAULT_MODELS,
DEFAULT_ARENA_MODEL,
MODEL_ORDER_LIST,
EVALUATION_ARENA_MODELS,
# WebUI (OAuth)
ENABLE_OAUTH_ROLE_MANAGEMENT,
OAUTH_ROLES_CLAIM,
OAUTH_EMAIL_CLAIM,
OAUTH_PICTURE_CLAIM,
OAUTH_USERNAME_CLAIM,
OAUTH_ALLOWED_ROLES,
OAUTH_ADMIN_ROLES,
# WebUI (LDAP)
ENABLE_LDAP,
LDAP_SERVER_LABEL,
LDAP_SERVER_HOST,
LDAP_SERVER_PORT,
LDAP_ATTRIBUTE_FOR_MAIL,
LDAP_ATTRIBUTE_FOR_USERNAME,
LDAP_SEARCH_FILTERS,
LDAP_SEARCH_BASE,
LDAP_APP_DN,
LDAP_APP_PASSWORD,
LDAP_USE_TLS,
LDAP_CA_CERT_FILE,
LDAP_VALIDATE_CERT,
LDAP_CIPHERS,
# LDAP Group Management
ENABLE_LDAP_GROUP_MANAGEMENT,
ENABLE_LDAP_GROUP_CREATION,
LDAP_ATTRIBUTE_FOR_GROUPS,
# Misc
ENV,
CACHE_DIR,
STATIC_DIR,
FRONTEND_BUILD_DIR,
CORS_ALLOW_ORIGIN,
DEFAULT_LOCALE,
OAUTH_PROVIDERS,
WEBUI_URL,
RESPONSE_WATERMARK,
# Admin
ENABLE_ADMIN_CHAT_ACCESS,
ENABLE_ADMIN_EXPORT,
# Tasks
TASK_MODEL,
TASK_MODEL_EXTERNAL,
ENABLE_TAGS_GENERATION,
ENABLE_TITLE_GENERATION,
ENABLE_FOLLOW_UP_GENERATION,
ENABLE_SEARCH_QUERY_GENERATION,
ENABLE_RETRIEVAL_QUERY_GENERATION,
ENABLE_AUTOCOMPLETE_GENERATION,
TITLE_GENERATION_PROMPT_TEMPLATE,
FOLLOW_UP_GENERATION_PROMPT_TEMPLATE,
TAGS_GENERATION_PROMPT_TEMPLATE,
IMAGE_PROMPT_GENERATION_PROMPT_TEMPLATE,
TOOLS_FUNCTION_CALLING_PROMPT_TEMPLATE,
QUERY_GENERATION_PROMPT_TEMPLATE,
AUTOCOMPLETE_GENERATION_PROMPT_TEMPLATE,
AUTOCOMPLETE_GENERATION_INPUT_MAX_LENGTH,
AppConfig,
reset_config,
)
from open_webui.env import (
AUDIT_EXCLUDED_PATHS,
AUDIT_LOG_LEVEL,
CHANGELOG,
REDIS_URL,
REDIS_SENTINEL_HOSTS,
REDIS_SENTINEL_PORT,
GLOBAL_LOG_LEVEL,
MAX_BODY_LOG_SIZE,
SAFE_MODE,
SRC_LOG_LEVELS,
VERSION,
INSTANCE_ID,
WEBUI_BUILD_HASH,
WEBUI_SECRET_KEY,
WEBUI_SESSION_COOKIE_SAME_SITE,
WEBUI_SESSION_COOKIE_SECURE,
WEBUI_AUTH_TRUSTED_EMAIL_HEADER,
WEBUI_AUTH_TRUSTED_NAME_HEADER,
WEBUI_AUTH_SIGNOUT_REDIRECT_URL,
ENABLE_WEBSOCKET_SUPPORT,
BYPASS_MODEL_ACCESS_CONTROL,
RESET_CONFIG_ON_START,
OFFLINE_MODE,
ENABLE_OTEL,
EXTERNAL_PWA_MANIFEST_URL,
AIOHTTP_CLIENT_SESSION_SSL,
)
from open_webui.utils.models import (
get_all_models,
get_all_base_models,
check_model_access,
)
from open_webui.utils.chat import (
generate_chat_completion as chat_completion_handler,
chat_completed as chat_completed_handler,
chat_action as chat_action_handler,
)
from open_webui.utils.embeddings import generate_embeddings
from open_webui.utils.middleware import process_chat_payload, process_chat_response
from open_webui.utils.access_control import has_access
from open_webui.utils.auth import (
get_license_data,
get_http_authorization_cred,
decode_token,
get_admin_user,
get_verified_user,
)
from open_webui.utils.plugin import install_tool_and_function_dependencies
from open_webui.utils.oauth import OAuthManager
from open_webui.utils.security_headers import SecurityHeadersMiddleware
from open_webui.utils.redis import get_redis_connection
from open_webui.tasks import (
redis_task_command_listener,
list_task_ids_by_chat_id,
stop_task,
list_tasks,
) # Import from tasks.py
from open_webui.utils.redis import get_sentinels_from_env
def can_update_chat(chat_id: Optional[str], user: UserModel) -> bool:
if not chat_id:
return False
if user.role == "admin" and ENABLE_ADMIN_CHAT_ACCESS:
return Chats.get_chat_by_id(chat_id) is not None
return Chats.get_chat_by_id_and_user_id(chat_id, user.id) is not None
if SAFE_MODE:
print("SAFE MODE ENABLED")
Functions.deactivate_all_functions()
logging.basicConfig(stream=sys.stdout, level=GLOBAL_LOG_LEVEL)
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["MAIN"])
class SPAStaticFiles(StaticFiles):
async def get_response(self, path: str, scope):
try:
return await super().get_response(path, scope)
except (HTTPException, StarletteHTTPException) as ex:
if ex.status_code == 404:
if path.endswith(".js"):
# Return 404 for javascript files
raise ex
else:
return await super().get_response("index.html", scope)
else:
raise ex
print(
rf"""
██████╗ ██████╗ ███████╗███╗ ██╗ ██╗ ██╗███████╗██████╗ ██╗ ██╗██╗
██╔═══██╗██╔══██╗██╔════╝████╗ ██║ ██║ ██║██╔════╝██╔══██╗██║ ██║██║
██║ ██║██████╔╝█████╗ ██╔██╗ ██║ ██║ █╗ ██║█████╗ ██████╔╝██║ ██║██║
██║ ██║██╔═══╝ ██╔══╝ ██║╚██╗██║ ██║███╗██║██╔══╝ ██╔══██╗██║ ██║██║
╚██████╔╝██║ ███████╗██║ ╚████║ ╚███╔███╔╝███████╗██████╔╝╚██████╔╝██║
╚═════╝ ╚═╝ ╚══════╝╚═╝ ╚═══╝ ╚══╝╚══╝ ╚══════╝╚═════╝ ╚═════╝ ╚═╝
v{VERSION} - building the best AI user interface.
{f"Commit: {WEBUI_BUILD_HASH}" if WEBUI_BUILD_HASH != "dev-build" else ""}
https://github.com/open-webui/open-webui
"""
)
@asynccontextmanager
async def lifespan(app: FastAPI):
app.state.instance_id = INSTANCE_ID
start_logger()
if RESET_CONFIG_ON_START:
reset_config()
if LICENSE_KEY:
get_license_data(app, LICENSE_KEY)
# This should be blocking (sync) so functions are not deactivated on first /get_models calls
# when the first user lands on the / route.
log.info("Installing external dependencies of functions and tools...")
install_tool_and_function_dependencies()
app.state.redis = get_redis_connection(
redis_url=REDIS_URL,
redis_sentinels=get_sentinels_from_env(
REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT
),
async_mode=True,
)
if app.state.redis is not None:
app.state.redis_task_command_listener = asyncio.create_task(
redis_task_command_listener(app)
)
if THREAD_POOL_SIZE and THREAD_POOL_SIZE > 0:
limiter = anyio.to_thread.current_default_thread_limiter()
limiter.total_tokens = THREAD_POOL_SIZE
asyncio.create_task(periodic_usage_pool_cleanup())
yield
if hasattr(app.state, "redis_task_command_listener"):
app.state.redis_task_command_listener.cancel()
app = FastAPI(
title="Open WebUI",
docs_url="/docs" if ENV == "dev" else None,
openapi_url="/openapi.json" if ENV == "dev" else None,
redoc_url=None,
lifespan=lifespan,
)
oauth_manager = OAuthManager(app)
app.state.instance_id = None
app.state.config = AppConfig(
redis_url=REDIS_URL,
redis_sentinels=get_sentinels_from_env(REDIS_SENTINEL_HOSTS, REDIS_SENTINEL_PORT),
)
app.state.redis = None
app.state.WEBUI_NAME = WEBUI_NAME
app.state.LICENSE_METADATA = None
########################################
#
# OPENTELEMETRY
#
########################################
if ENABLE_OTEL:
from open_webui.utils.telemetry.setup import setup as setup_opentelemetry
setup_opentelemetry(app=app, db_engine=engine)
########################################
#
# OLLAMA
#
########################################
app.state.config.ENABLE_OLLAMA_API = ENABLE_OLLAMA_API
app.state.config.OLLAMA_BASE_URLS = OLLAMA_BASE_URLS
app.state.config.OLLAMA_API_CONFIGS = OLLAMA_API_CONFIGS
app.state.OLLAMA_MODELS = {}
########################################
#
# OPENAI
#
########################################
app.state.config.ENABLE_OPENAI_API = ENABLE_OPENAI_API
app.state.config.OPENAI_API_BASE_URLS = OPENAI_API_BASE_URLS
app.state.config.OPENAI_API_KEYS = OPENAI_API_KEYS
app.state.config.OPENAI_API_CONFIGS = OPENAI_API_CONFIGS
app.state.OPENAI_MODELS = {}
########################################
#
# TOOL SERVERS
#
########################################
app.state.config.TOOL_SERVER_CONNECTIONS = TOOL_SERVER_CONNECTIONS
app.state.TOOL_SERVERS = []
########################################
#
# DIRECT CONNECTIONS
#
########################################
app.state.config.ENABLE_DIRECT_CONNECTIONS = ENABLE_DIRECT_CONNECTIONS
########################################
#
# WEBUI
#
########################################
app.state.config.WEBUI_URL = WEBUI_URL
app.state.config.ENABLE_SIGNUP = ENABLE_SIGNUP
app.state.config.ENABLE_LOGIN_FORM = ENABLE_LOGIN_FORM
app.state.config.ENABLE_API_KEY = ENABLE_API_KEY
app.state.config.ENABLE_API_KEY_ENDPOINT_RESTRICTIONS = (
ENABLE_API_KEY_ENDPOINT_RESTRICTIONS
)
app.state.config.API_KEY_ALLOWED_ENDPOINTS = API_KEY_ALLOWED_ENDPOINTS
app.state.config.JWT_EXPIRES_IN = JWT_EXPIRES_IN
app.state.config.SHOW_ADMIN_DETAILS = SHOW_ADMIN_DETAILS
app.state.config.ADMIN_EMAIL = ADMIN_EMAIL
app.state.config.DEFAULT_MODELS = DEFAULT_MODELS
app.state.config.DEFAULT_PROMPT_SUGGESTIONS = DEFAULT_PROMPT_SUGGESTIONS
app.state.config.DEFAULT_USER_ROLE = DEFAULT_USER_ROLE
app.state.config.PENDING_USER_OVERLAY_CONTENT = PENDING_USER_OVERLAY_CONTENT
app.state.config.PENDING_USER_OVERLAY_TITLE = PENDING_USER_OVERLAY_TITLE
app.state.config.RESPONSE_WATERMARK = RESPONSE_WATERMARK
app.state.config.USER_PERMISSIONS = USER_PERMISSIONS
app.state.config.WEBHOOK_URL = WEBHOOK_URL
app.state.config.BANNERS = WEBUI_BANNERS
app.state.config.MODEL_ORDER_LIST = MODEL_ORDER_LIST
app.state.config.ENABLE_CHANNELS = ENABLE_CHANNELS
app.state.config.ENABLE_NOTES = ENABLE_NOTES
app.state.config.ENABLE_COMMUNITY_SHARING = ENABLE_COMMUNITY_SHARING
app.state.config.ENABLE_MESSAGE_RATING = ENABLE_MESSAGE_RATING
app.state.config.ENABLE_USER_WEBHOOKS = ENABLE_USER_WEBHOOKS
app.state.config.ENABLE_EVALUATION_ARENA_MODELS = ENABLE_EVALUATION_ARENA_MODELS
app.state.config.EVALUATION_ARENA_MODELS = EVALUATION_ARENA_MODELS
app.state.config.OAUTH_USERNAME_CLAIM = OAUTH_USERNAME_CLAIM
app.state.config.OAUTH_PICTURE_CLAIM = OAUTH_PICTURE_CLAIM
app.state.config.OAUTH_EMAIL_CLAIM = OAUTH_EMAIL_CLAIM
app.state.config.ENABLE_OAUTH_ROLE_MANAGEMENT = ENABLE_OAUTH_ROLE_MANAGEMENT
app.state.config.OAUTH_ROLES_CLAIM = OAUTH_ROLES_CLAIM
app.state.config.OAUTH_ALLOWED_ROLES = OAUTH_ALLOWED_ROLES
app.state.config.OAUTH_ADMIN_ROLES = OAUTH_ADMIN_ROLES
app.state.config.ENABLE_LDAP = ENABLE_LDAP
app.state.config.LDAP_SERVER_LABEL = LDAP_SERVER_LABEL
app.state.config.LDAP_SERVER_HOST = LDAP_SERVER_HOST
app.state.config.LDAP_SERVER_PORT = LDAP_SERVER_PORT
app.state.config.LDAP_ATTRIBUTE_FOR_MAIL = LDAP_ATTRIBUTE_FOR_MAIL
app.state.config.LDAP_ATTRIBUTE_FOR_USERNAME = LDAP_ATTRIBUTE_FOR_USERNAME
app.state.config.LDAP_APP_DN = LDAP_APP_DN
app.state.config.LDAP_APP_PASSWORD = LDAP_APP_PASSWORD
app.state.config.LDAP_SEARCH_BASE = LDAP_SEARCH_BASE
app.state.config.LDAP_SEARCH_FILTERS = LDAP_SEARCH_FILTERS
app.state.config.LDAP_USE_TLS = LDAP_USE_TLS
app.state.config.LDAP_CA_CERT_FILE = LDAP_CA_CERT_FILE
app.state.config.LDAP_VALIDATE_CERT = LDAP_VALIDATE_CERT
app.state.config.LDAP_CIPHERS = LDAP_CIPHERS
# For LDAP Group Management
app.state.config.ENABLE_LDAP_GROUP_MANAGEMENT = ENABLE_LDAP_GROUP_MANAGEMENT
app.state.config.ENABLE_LDAP_GROUP_CREATION = ENABLE_LDAP_GROUP_CREATION
app.state.config.LDAP_ATTRIBUTE_FOR_GROUPS = LDAP_ATTRIBUTE_FOR_GROUPS
app.state.AUTH_TRUSTED_EMAIL_HEADER = WEBUI_AUTH_TRUSTED_EMAIL_HEADER
app.state.AUTH_TRUSTED_NAME_HEADER = WEBUI_AUTH_TRUSTED_NAME_HEADER
app.state.WEBUI_AUTH_SIGNOUT_REDIRECT_URL = WEBUI_AUTH_SIGNOUT_REDIRECT_URL
app.state.EXTERNAL_PWA_MANIFEST_URL = EXTERNAL_PWA_MANIFEST_URL
app.state.USER_COUNT = None
app.state.TOOLS = {}
app.state.TOOL_CONTENTS = {}
app.state.FUNCTIONS = {}
app.state.FUNCTION_CONTENTS = {}
########################################
#
# RETRIEVAL
#
########################################
app.state.config.TOP_K = RAG_TOP_K
app.state.config.TOP_K_RERANKER = RAG_TOP_K_RERANKER
app.state.config.RELEVANCE_THRESHOLD = RAG_RELEVANCE_THRESHOLD
app.state.config.HYBRID_BM25_WEIGHT = RAG_HYBRID_BM25_WEIGHT
app.state.config.ALLOWED_FILE_EXTENSIONS = RAG_ALLOWED_FILE_EXTENSIONS
app.state.config.FILE_MAX_SIZE = RAG_FILE_MAX_SIZE
app.state.config.FILE_MAX_COUNT = RAG_FILE_MAX_COUNT
app.state.config.FILE_IMAGE_COMPRESSION_WIDTH = FILE_IMAGE_COMPRESSION_WIDTH
app.state.config.FILE_IMAGE_COMPRESSION_HEIGHT = FILE_IMAGE_COMPRESSION_HEIGHT
app.state.config.RAG_FULL_CONTEXT = RAG_FULL_CONTEXT
app.state.config.BYPASS_EMBEDDING_AND_RETRIEVAL = BYPASS_EMBEDDING_AND_RETRIEVAL
app.state.config.ENABLE_RAG_HYBRID_SEARCH = ENABLE_RAG_HYBRID_SEARCH
app.state.config.ENABLE_WEB_LOADER_SSL_VERIFICATION = ENABLE_WEB_LOADER_SSL_VERIFICATION
app.state.config.CONTENT_EXTRACTION_ENGINE = CONTENT_EXTRACTION_ENGINE
app.state.config.DATALAB_MARKER_API_KEY = DATALAB_MARKER_API_KEY
app.state.config.DATALAB_MARKER_LANGS = DATALAB_MARKER_LANGS
app.state.config.DATALAB_MARKER_SKIP_CACHE = DATALAB_MARKER_SKIP_CACHE
app.state.config.DATALAB_MARKER_FORCE_OCR = DATALAB_MARKER_FORCE_OCR
app.state.config.DATALAB_MARKER_PAGINATE = DATALAB_MARKER_PAGINATE
app.state.config.DATALAB_MARKER_STRIP_EXISTING_OCR = DATALAB_MARKER_STRIP_EXISTING_OCR
app.state.config.DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION = (
DATALAB_MARKER_DISABLE_IMAGE_EXTRACTION
)
app.state.config.DATALAB_MARKER_USE_LLM = DATALAB_MARKER_USE_LLM
app.state.config.DATALAB_MARKER_OUTPUT_FORMAT = DATALAB_MARKER_OUTPUT_FORMAT
app.state.config.EXTERNAL_DOCUMENT_LOADER_URL = EXTERNAL_DOCUMENT_LOADER_URL
app.state.config.EXTERNAL_DOCUMENT_LOADER_API_KEY = EXTERNAL_DOCUMENT_LOADER_API_KEY
app.state.config.TIKA_SERVER_URL = TIKA_SERVER_URL
app.state.config.DOCLING_SERVER_URL = DOCLING_SERVER_URL
app.state.config.DOCLING_OCR_ENGINE = DOCLING_OCR_ENGINE
app.state.config.DOCLING_OCR_LANG = DOCLING_OCR_LANG
app.state.config.DOCLING_DO_PICTURE_DESCRIPTION = DOCLING_DO_PICTURE_DESCRIPTION
app.state.config.DOCLING_PICTURE_DESCRIPTION_MODE = DOCLING_PICTURE_DESCRIPTION_MODE
app.state.config.DOCLING_PICTURE_DESCRIPTION_LOCAL = DOCLING_PICTURE_DESCRIPTION_LOCAL
app.state.config.DOCLING_PICTURE_DESCRIPTION_API = DOCLING_PICTURE_DESCRIPTION_API
app.state.config.DOCUMENT_INTELLIGENCE_ENDPOINT = DOCUMENT_INTELLIGENCE_ENDPOINT
app.state.config.DOCUMENT_INTELLIGENCE_KEY = DOCUMENT_INTELLIGENCE_KEY
app.state.config.MISTRAL_OCR_API_KEY = MISTRAL_OCR_API_KEY
app.state.config.TEXT_SPLITTER = RAG_TEXT_SPLITTER
app.state.config.TIKTOKEN_ENCODING_NAME = TIKTOKEN_ENCODING_NAME
app.state.config.CHUNK_SIZE = CHUNK_SIZE
app.state.config.CHUNK_OVERLAP = CHUNK_OVERLAP
app.state.config.RAG_EMBEDDING_ENGINE = RAG_EMBEDDING_ENGINE
app.state.config.RAG_EMBEDDING_MODEL = RAG_EMBEDDING_MODEL
app.state.config.RAG_EMBEDDING_BATCH_SIZE = RAG_EMBEDDING_BATCH_SIZE
app.state.config.RAG_RERANKING_ENGINE = RAG_RERANKING_ENGINE
app.state.config.RAG_RERANKING_MODEL = RAG_RERANKING_MODEL
app.state.config.RAG_EXTERNAL_RERANKER_URL = RAG_EXTERNAL_RERANKER_URL
app.state.config.RAG_EXTERNAL_RERANKER_API_KEY = RAG_EXTERNAL_RERANKER_API_KEY
app.state.config.RAG_TEMPLATE = RAG_TEMPLATE
app.state.config.RAG_OPENAI_API_BASE_URL = RAG_OPENAI_API_BASE_URL
app.state.config.RAG_OPENAI_API_KEY = RAG_OPENAI_API_KEY
app.state.config.RAG_AZURE_OPENAI_BASE_URL = RAG_AZURE_OPENAI_BASE_URL
app.state.config.RAG_AZURE_OPENAI_API_KEY = RAG_AZURE_OPENAI_API_KEY
app.state.config.RAG_AZURE_OPENAI_API_VERSION = RAG_AZURE_OPENAI_API_VERSION
app.state.config.RAG_OLLAMA_BASE_URL = RAG_OLLAMA_BASE_URL
app.state.config.RAG_OLLAMA_API_KEY = RAG_OLLAMA_API_KEY
app.state.config.PDF_EXTRACT_IMAGES = PDF_EXTRACT_IMAGES
app.state.config.YOUTUBE_LOADER_LANGUAGE = YOUTUBE_LOADER_LANGUAGE
app.state.config.YOUTUBE_LOADER_PROXY_URL = YOUTUBE_LOADER_PROXY_URL
app.state.config.ENABLE_WEB_SEARCH = ENABLE_WEB_SEARCH
app.state.config.WEB_SEARCH_ENGINE = WEB_SEARCH_ENGINE
app.state.config.WEB_SEARCH_DOMAIN_FILTER_LIST = WEB_SEARCH_DOMAIN_FILTER_LIST
app.state.config.WEB_SEARCH_RESULT_COUNT = WEB_SEARCH_RESULT_COUNT
app.state.config.WEB_SEARCH_CONCURRENT_REQUESTS = WEB_SEARCH_CONCURRENT_REQUESTS
app.state.config.WEB_LOADER_ENGINE = WEB_LOADER_ENGINE
app.state.config.WEB_SEARCH_TRUST_ENV = WEB_SEARCH_TRUST_ENV
app.state.config.BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL = (
BYPASS_WEB_SEARCH_EMBEDDING_AND_RETRIEVAL
)
app.state.config.BYPASS_WEB_SEARCH_WEB_LOADER = BYPASS_WEB_SEARCH_WEB_LOADER
app.state.config.ENABLE_GOOGLE_DRIVE_INTEGRATION = ENABLE_GOOGLE_DRIVE_INTEGRATION
app.state.config.ENABLE_ONEDRIVE_INTEGRATION = ENABLE_ONEDRIVE_INTEGRATION
app.state.config.SEARXNG_QUERY_URL = SEARXNG_QUERY_URL
app.state.config.YACY_QUERY_URL = YACY_QUERY_URL
app.state.config.YACY_USERNAME = YACY_USERNAME
app.state.config.YACY_PASSWORD = YACY_PASSWORD
app.state.config.GOOGLE_PSE_API_KEY = GOOGLE_PSE_API_KEY
app.state.config.GOOGLE_PSE_ENGINE_ID = GOOGLE_PSE_ENGINE_ID
app.state.config.BRAVE_SEARCH_API_KEY = BRAVE_SEARCH_API_KEY
app.state.config.KAGI_SEARCH_API_KEY = KAGI_SEARCH_API_KEY
app.state.config.MOJEEK_SEARCH_API_KEY = MOJEEK_SEARCH_API_KEY
app.state.config.BOCHA_SEARCH_API_KEY = BOCHA_SEARCH_API_KEY
app.state.config.SERPSTACK_API_KEY = SERPSTACK_API_KEY
app.state.config.SERPSTACK_HTTPS = SERPSTACK_HTTPS
app.state.config.SERPER_API_KEY = SERPER_API_KEY
app.state.config.SERPLY_API_KEY = SERPLY_API_KEY
app.state.config.TAVILY_API_KEY = TAVILY_API_KEY
app.state.config.SEARCHAPI_API_KEY = SEARCHAPI_API_KEY
app.state.config.SEARCHAPI_ENGINE = SEARCHAPI_ENGINE
app.state.config.SERPAPI_API_KEY = SERPAPI_API_KEY
app.state.config.SERPAPI_ENGINE = SERPAPI_ENGINE
app.state.config.JINA_API_KEY = JINA_API_KEY
app.state.config.BING_SEARCH_V7_ENDPOINT = BING_SEARCH_V7_ENDPOINT
app.state.config.BING_SEARCH_V7_SUBSCRIPTION_KEY = BING_SEARCH_V7_SUBSCRIPTION_KEY
app.state.config.EXA_API_KEY = EXA_API_KEY
app.state.config.PERPLEXITY_API_KEY = PERPLEXITY_API_KEY
app.state.config.PERPLEXITY_MODEL = PERPLEXITY_MODEL
app.state.config.PERPLEXITY_SEARCH_CONTEXT_USAGE = PERPLEXITY_SEARCH_CONTEXT_USAGE
app.state.config.SOUGOU_API_SID = SOUGOU_API_SID
app.state.config.SOUGOU_API_SK = SOUGOU_API_SK
app.state.config.EXTERNAL_WEB_SEARCH_URL = EXTERNAL_WEB_SEARCH_URL
app.state.config.EXTERNAL_WEB_SEARCH_API_KEY = EXTERNAL_WEB_SEARCH_API_KEY
app.state.config.EXTERNAL_WEB_LOADER_URL = EXTERNAL_WEB_LOADER_URL
app.state.config.EXTERNAL_WEB_LOADER_API_KEY = EXTERNAL_WEB_LOADER_API_KEY
app.state.config.PLAYWRIGHT_WS_URL = PLAYWRIGHT_WS_URL
app.state.config.PLAYWRIGHT_TIMEOUT = PLAYWRIGHT_TIMEOUT
app.state.config.FIRECRAWL_API_BASE_URL = FIRECRAWL_API_BASE_URL
app.state.config.FIRECRAWL_API_KEY = FIRECRAWL_API_KEY
app.state.config.TAVILY_EXTRACT_DEPTH = TAVILY_EXTRACT_DEPTH
app.state.EMBEDDING_FUNCTION = None
app.state.ef = None
app.state.rf = None
app.state.YOUTUBE_LOADER_TRANSLATION = None
try:
app.state.ef = get_ef(
app.state.config.RAG_EMBEDDING_ENGINE,
app.state.config.RAG_EMBEDDING_MODEL,
RAG_EMBEDDING_MODEL_AUTO_UPDATE,
)
app.state.rf = get_rf(
app.state.config.RAG_RERANKING_ENGINE,
app.state.config.RAG_RERANKING_MODEL,
app.state.config.RAG_EXTERNAL_RERANKER_URL,
app.state.config.RAG_EXTERNAL_RERANKER_API_KEY,
RAG_RERANKING_MODEL_AUTO_UPDATE,
)
except Exception as e:
log.error(f"Error updating models: {e}")
pass
app.state.EMBEDDING_FUNCTION = get_embedding_function(
app.state.config.RAG_EMBEDDING_ENGINE,
app.state.config.RAG_EMBEDDING_MODEL,
app.state.ef,
(
app.state.config.RAG_OPENAI_API_BASE_URL
if app.state.config.RAG_EMBEDDING_ENGINE == "openai"
else (
app.state.config.RAG_OLLAMA_BASE_URL
if app.state.config.RAG_EMBEDDING_ENGINE == "ollama"
else app.state.config.RAG_AZURE_OPENAI_BASE_URL
)
),
(
app.state.config.RAG_OPENAI_API_KEY
if app.state.config.RAG_EMBEDDING_ENGINE == "openai"
else (
app.state.config.RAG_OLLAMA_API_KEY
if app.state.config.RAG_EMBEDDING_ENGINE == "ollama"
else app.state.config.RAG_AZURE_OPENAI_API_KEY
)
),
app.state.config.RAG_EMBEDDING_BATCH_SIZE,
azure_api_version=(
app.state.config.RAG_AZURE_OPENAI_API_VERSION
if app.state.config.RAG_EMBEDDING_ENGINE == "azure_openai"
else None
),
)
########################################
#
# CODE EXECUTION
#
########################################
app.state.config.ENABLE_CODE_EXECUTION = ENABLE_CODE_EXECUTION
app.state.config.CODE_EXECUTION_ENGINE = CODE_EXECUTION_ENGINE
app.state.config.CODE_EXECUTION_JUPYTER_URL = CODE_EXECUTION_JUPYTER_URL
app.state.config.CODE_EXECUTION_JUPYTER_AUTH = CODE_EXECUTION_JUPYTER_AUTH
app.state.config.CODE_EXECUTION_JUPYTER_AUTH_TOKEN = CODE_EXECUTION_JUPYTER_AUTH_TOKEN
app.state.config.CODE_EXECUTION_JUPYTER_AUTH_PASSWORD = (
CODE_EXECUTION_JUPYTER_AUTH_PASSWORD
)
app.state.config.CODE_EXECUTION_JUPYTER_TIMEOUT = CODE_EXECUTION_JUPYTER_TIMEOUT
app.state.config.ENABLE_CODE_INTERPRETER = ENABLE_CODE_INTERPRETER
app.state.config.CODE_INTERPRETER_ENGINE = CODE_INTERPRETER_ENGINE
app.state.config.CODE_INTERPRETER_PROMPT_TEMPLATE = CODE_INTERPRETER_PROMPT_TEMPLATE
app.state.config.CODE_INTERPRETER_JUPYTER_URL = CODE_INTERPRETER_JUPYTER_URL
app.state.config.CODE_INTERPRETER_JUPYTER_AUTH = CODE_INTERPRETER_JUPYTER_AUTH
app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_TOKEN = (
CODE_INTERPRETER_JUPYTER_AUTH_TOKEN
)
app.state.config.CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD = (
CODE_INTERPRETER_JUPYTER_AUTH_PASSWORD
)
app.state.config.CODE_INTERPRETER_JUPYTER_TIMEOUT = CODE_INTERPRETER_JUPYTER_TIMEOUT
########################################
#
# IMAGES
#
########################################
app.state.config.IMAGE_GENERATION_ENGINE = IMAGE_GENERATION_ENGINE
app.state.config.ENABLE_IMAGE_GENERATION = ENABLE_IMAGE_GENERATION
app.state.config.ENABLE_IMAGE_PROMPT_GENERATION = ENABLE_IMAGE_PROMPT_GENERATION
app.state.config.IMAGES_OPENAI_API_BASE_URL = IMAGES_OPENAI_API_BASE_URL
app.state.config.IMAGES_OPENAI_API_KEY = IMAGES_OPENAI_API_KEY
app.state.config.IMAGES_GEMINI_API_BASE_URL = IMAGES_GEMINI_API_BASE_URL
app.state.config.IMAGES_GEMINI_API_KEY = IMAGES_GEMINI_API_KEY
app.state.config.IMAGE_GENERATION_MODEL = IMAGE_GENERATION_MODEL
app.state.config.AUTOMATIC1111_BASE_URL = AUTOMATIC1111_BASE_URL
app.state.config.AUTOMATIC1111_API_AUTH = AUTOMATIC1111_API_AUTH
app.state.config.AUTOMATIC1111_CFG_SCALE = AUTOMATIC1111_CFG_SCALE
app.state.config.AUTOMATIC1111_SAMPLER = AUTOMATIC1111_SAMPLER
app.state.config.AUTOMATIC1111_SCHEDULER = AUTOMATIC1111_SCHEDULER
app.state.config.COMFYUI_BASE_URL = COMFYUI_BASE_URL
app.state.config.COMFYUI_API_KEY = COMFYUI_API_KEY
app.state.config.COMFYUI_WORKFLOW = COMFYUI_WORKFLOW
app.state.config.COMFYUI_WORKFLOW_NODES = COMFYUI_WORKFLOW_NODES
app.state.config.IMAGE_SIZE = IMAGE_SIZE
app.state.config.IMAGE_STEPS = IMAGE_STEPS
########################################
#
# AUDIO
#
########################################
app.state.config.STT_ENGINE = AUDIO_STT_ENGINE
app.state.config.STT_MODEL = AUDIO_STT_MODEL
app.state.config.STT_SUPPORTED_CONTENT_TYPES = AUDIO_STT_SUPPORTED_CONTENT_TYPES
app.state.config.STT_OPENAI_API_BASE_URL = AUDIO_STT_OPENAI_API_BASE_URL
app.state.config.STT_OPENAI_API_KEY = AUDIO_STT_OPENAI_API_KEY
app.state.config.WHISPER_MODEL = WHISPER_MODEL
app.state.config.WHISPER_VAD_FILTER = WHISPER_VAD_FILTER
app.state.config.DEEPGRAM_API_KEY = DEEPGRAM_API_KEY
app.state.config.AUDIO_STT_AZURE_API_KEY = AUDIO_STT_AZURE_API_KEY
app.state.config.AUDIO_STT_AZURE_REGION = AUDIO_STT_AZURE_REGION
app.state.config.AUDIO_STT_AZURE_LOCALES = AUDIO_STT_AZURE_LOCALES
app.state.config.AUDIO_STT_AZURE_BASE_URL = AUDIO_STT_AZURE_BASE_URL
app.state.config.AUDIO_STT_AZURE_MAX_SPEAKERS = AUDIO_STT_AZURE_MAX_SPEAKERS
app.state.config.TTS_OPENAI_API_BASE_URL = AUDIO_TTS_OPENAI_API_BASE_URL
app.state.config.TTS_OPENAI_API_KEY = AUDIO_TTS_OPENAI_API_KEY
app.state.config.TTS_ENGINE = AUDIO_TTS_ENGINE
app.state.config.TTS_MODEL = AUDIO_TTS_MODEL
app.state.config.TTS_VOICE = AUDIO_TTS_VOICE