docs: Optimize llms.txt and llms-full.txt by dishaprakash · Pull Request #2665 · googleapis/genai-toolbox

dishaprakash · 2026-03-07T23:51:21Z

Description

This PR:

Optimizes llms.txt and llms-full.txt to help navigate an AI agent through our documentation
Adds version param to alter the above mentioned files

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🛠️ Fixes #<issue_number_goes_here>

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

gemini-code-assist · 2026-03-07T23:51:39Z

Summary of Changes

Hello, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request aims to optimize the V1 documentation site by restructuring its content for better clarity and AI model integration, introducing a new configuration option for the Oracle SQL execution tool to manage read/write permissions, and updating various JavaScript dependencies to maintain currency and stability.

Highlights

Documentation Site Enhancements: The Hugo documentation site has been significantly refactored to include a detailed narrative framework (Diátaxis), system directives for AI models, a comprehensive glossary, and dynamic extraction of language requirements. Versioning information has also been added to the site configurations.
Oracle SQL Tool Configuration: The Oracle SQL execution tool now supports a readOnly configuration, allowing explicit control over whether SQL operations are restricted to read-only queries or can perform data manipulation language (DML) operations.
Dependency Updates: Several Node.js package dependencies, including @hono/node-server, express-rate-limit, hono, and ip-address, have been updated to their latest versions in relevant package-lock.json files.
Test Improvement: A JavaScript test file was updated to filter out 'Warning' messages from standard error output, ensuring that only actual errors contribute to test failures.

Changelog

.hugo/hugo.cloudflare.toml
- Added a 'version' parameter set to 'Dev'.
.hugo/hugo.toml
- Added a 'version' parameter set to 'Dev'.
.hugo/layouts/index.llms-full.txt
- Completely refactored the layout to include a 'print_full_node' template, detailed metadata, AI system directives, a glossary, global environment/prerequisites, and a Diátaxis narrative framework.
.hugo/layouts/index.llms.txt
- Completely refactored the layout to include a 'print_index_node' template, detailed metadata, AI system directives, a glossary, global environment/prerequisites, and a Diátaxis narrative framework.
docs/en/build-with-mcp-toolbox/quickstart/js/adk/package-lock.json
- Updated '@hono/node-server' from 1.19.9 to 1.19.10.
- Updated 'express-rate-limit' from 8.2.1 to 8.3.0.
- Updated 'hono' from 4.12.2 to 4.12.5.
- Updated 'ip-address' from 10.0.1 to 10.1.0.
docs/en/user-guide/configuration/pre-post-processing/js/adk/package-lock.json
- Updated '@hono/node-server' from 1.19.9 to 1.19.10.
- Updated 'hono' from 4.12.2 to 4.12.5.
docs/en/user-guide/configuration/pre-post-processing/js/agent.test.js
- Modified the test to filter out 'Warning' messages from captured errors.
internal/tools/oracle/oracleexecutesql/oracleexecutesql.go
- Modified the 'compatibleSource' interface to include a 'readOnly' boolean parameter in 'RunSQL'.
- Added a 'ReadOnly' field to the 'Config' struct for the Oracle SQL execution tool.
- Implemented logic to use the 'readOnly' configuration when invoking the Oracle SQL tool.
internal/tools/oracle/oracleexecutesql/oracleexecutesql_test.go
- Added test cases for the 'readOnly' configuration in the Oracle SQL execution tool, covering both 'true' and 'false' values.

Ignored Files

Ignored by pattern: .github/workflows/** (6)
- .github/workflows/deploy_dev_docs.yaml
- .github/workflows/deploy_previous_version_docs.yaml
- .github/workflows/deploy_previous_version_docs_to_cf.yaml
- .github/workflows/deploy_versioned_docs.yaml
- .github/workflows/deploy_versioned_docs_to_cf.yaml
- .github/workflows/docs_preview_deploy.yaml

Activity

The PR description includes a checklist of tasks, indicating the author's intent to ensure quality and completeness.
The PR description mentions 'Fixes #<issue_number_goes_here>', suggesting this PR addresses a specific issue.

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google-cla · 2026-03-07T23:51:49Z

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For the most up to date status, view the checks section at the bottom of the pull request.

github-actions · 2026-03-07T23:54:58Z

Link Resolution Note

Local links and directory changes work differently on GitHub than on the docsite. You must ensure fixes pass the GitHub check and also work with hugo server.
See Link Checking and Fixing with Lychee for more details.

Summary

Status	Count
🔍 Total	1031
✅ Successful	769
⏳ Timeouts	0
👻 Excluded	57
❓ Unknown	0
🚫 Errors	70
⛔ Unsupported	0

Errors per input

Errors in DEVELOPER.md

[ERROR] https://play.dgraph.io/ | Network error: Connection failed. Check network connectivity and firewall settings (error sending request for url (https://play.dgraph.io/)): Connection failed. Check network connectivity and firewall settings

Errors in docs/en/build-with-mcp-toolbox/bigquery/local_quickstart.md

Errors in docs/en/integrations/alloydb-admin/_index.md

Errors in docs/en/integrations/alloydb-admin/alloydb-create-cluster.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Error (cached)

Errors in docs/en/integrations/alloydb-admin/alloydb-create-instance.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Network error: HTTP/2 protocol error. Server may not support HTTP/2 properly (error sending request for url (https://console.cloud.google.com/apis/library/alloydb.googleapis.com)): HTTP/2 protocol error. Server may not support HTTP/2 properly

Errors in docs/en/integrations/alloydb-admin/alloydb-create-user.md

[ERROR] https://console.cloud.google.com/apis/library/alloydb.googleapis.com | Error (cached)

Errors in docs/en/integrations/alloydb/alloydb-ai-nl.md

Errors in docs/en/integrations/bigquery/bigquery-sql.md

Errors in docs/en/integrations/bigtable/_index.md

Errors in docs/en/integrations/bigtable/bigtable-sql.md

Errors in docs/en/integrations/cloud-sql-admin/cloudsqlcloneinstance.md

Errors in docs/en/integrations/cloud-sql-admin/cloudsqlrestorebackup.md

Errors in docs/en/integrations/cloud-sql-mssql/_index.md

Errors in docs/en/integrations/cloud-sql-mysql/_index.md

Errors in docs/en/integrations/cloud-sql-pg/_index.md

Errors in docs/en/integrations/cloudloggingadmin/_index.md

Errors in docs/en/integrations/dataplex/_index.md

Errors in docs/en/integrations/firestore/_index.md

Errors in docs/en/integrations/looker/_index.md

Errors in docs/en/integrations/serverless-spark/_index.md

Errors in docs/en/integrations/spanner/_index.md

Errors in docs/en/integrations/spanner/spanner-sql.md

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Errors in docs/en/user-guide/configuration/embedding-models/gemini.md

Errors in docs/en/user-guide/connect-to/client-sdks/javascript-sdk/core/index.md

[404] https://langchain-ai.github.io/langgraphjs/reference/functions/langgraph_prebuilt.createReactAgent.html | Rejected status code: 404 Not Found (configurable with "accept" option)

Errors in docs/en/user-guide/connect-to/ides/cloud_sql_mssql_mcp.md

Errors in docs/en/user-guide/connect-to/ides/cloud_sql_mysql_mcp.md

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[404] https://docs.windsurf.com/windsurf/mcp | Rejected status code: 404 Not Found (configurable with "accept" option)

Errors in docs/en/user-guide/deploy-to/kubernetes/_index.md

Errors in docs/en/user-guide/monitoring/telemetry/index.md

Full Github Actions output

github-actions · 2026-03-07T23:55:12Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2665/

gemini-code-assist

Code Review

This pull request enhances Hugo templates for LLM documentation with structured content (system directives, a glossary, and prerequisites) and introduces a readOnly flag to the oracle-execute-sql tool, defaulting to true to prevent accidental data modification. This readOnly flag is a significant security improvement, as no vulnerabilities were found, and it mitigates the risk of unauthorized data modification by restricting the tool to read-only operations. For future maintainability, I suggest refactoring the duplicated header content within the new Hugo templates.

.hugo/layouts/index.llms-full.txt

github-actions · 2026-03-08T00:07:59Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2665/

github-actions · 2026-03-08T00:23:54Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2665/

github-actions · 2026-03-10T22:32:59Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2665/

github-actions · 2026-03-11T07:32:27Z

🔎 Preview at https://googleapis.github.io/genai-toolbox/previews/PR-2665/

github-actions · 2026-03-12T10:33:04Z

🧨 Preview deployments removed.

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - #2647 - #2648 - #2649 - #2650 - #2652 - #2664 - #2665 - #2666 - #2668 - #2670 - #2723 - #2779 - #2788 - #2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com>

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - googleapis#2647 - googleapis#2648 - googleapis#2649 - googleapis#2650 - googleapis#2652 - googleapis#2664 - googleapis#2665 - googleapis#2666 - googleapis#2668 - googleapis#2670 - googleapis#2723 - googleapis#2779 - googleapis#2788 - googleapis#2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - #2647 - #2648 - #2649 - #2650 - #2652 - #2664 - #2665 - #2666 - #2668 - #2670 - #2723 - #2779 - #2788 - #2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

## Description This PR creates the new v1 docsite. ### Documentation Section - Clear use-case based folder structure and navigation ### Integrations Section - New folder structure for each source and compatible tools - Integration specific samples are moved into their folders ### Samples - New samples gallery to search for samples from all across the documentation site - Search and filter based on tags ### Reference - FAQ and CLI details ### Hugo - New secondary top navbar - Increased search capability ## Merge conflicts - versioning.md has been added to path `docs/en/reference/versioning.md` - style-guide has been added to path `docs/en/reference/style-guide.md` ## CloudFlare setup - workflows added to deploy to cloudflare for new release, dev and previous release - individual ephemeral PR preview using cloudflare pages ## Individual PRs - googleapis#2647 - googleapis#2648 - googleapis#2649 - googleapis#2650 - googleapis#2652 - googleapis#2664 - googleapis#2665 - googleapis#2666 - googleapis#2668 - googleapis#2670 - googleapis#2723 - googleapis#2779 - googleapis#2788 - googleapis#2790 ## PR Checklist > Thank you for opening a Pull Request! Before submitting your PR, there are a > few things you can do to make sure it goes smoothly: - [x] Make sure you reviewed [CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md) - [x] Make sure to open an issue as a [bug/issue](https://github.com/googleapis/genai-toolbox/issues/new/choose) before writing your code! That way we can discuss the change, evaluate designs, and agree on the general idea - [x] Ensure the tests and linter pass - [x] Code coverage does not decrease (if any source code was changed) - [x] Appropriate docs were updated (if necessary) - [x] Make sure to add `!` if this involve a breaking change 🛠️ Fixes #<issue_number_goes_here> --------- Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com> Co-authored-by: Averi Kitsch <akitsch@google.com> 5b25ce0

dishaprakash and others added 12 commits March 7, 2026 18:11

docs: Add User Guide section

a7d22fa

rebase

a9c315c

docs: Add reference and other docs

50e37bb

Update docs/en/reference/faq.md

43f2b69

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

chore: Add workflows to deploy to cloudflare

8d97bab

use sticky comment

8f0ea15

remove prs from pull_request_target and add second hugo config

6e1c0c3

add header

a2eb7be

docs: implement deep re-routing, pagination, and migration banner

8a58ffa

Apply suggestion from @gemini-code-assist[bot]

4a5432e

Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>

gemini review changes

d45d9b6

minor fix

80822be

dishaprakash requested a review from a team as a code owner March 7, 2026 23:51

blunderbuss-gcf bot assigned Yuan325 Mar 7, 2026

dishaprakash unassigned Yuan325 Mar 7, 2026

blunderbuss-gcf bot assigned duwenxin99 Mar 7, 2026

gemini-code-assist bot reviewed Mar 7, 2026

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.hugo/layouts/index.llms-full.txt Outdated Show resolved Hide resolved

dishaprakash force-pushed the v1-docsite-optimize branch from 5f48e8b to 40168da Compare March 8, 2026 00:11

dishaprakash changed the base branch from v1-docsite-hugo-changes to main March 8, 2026 00:12

dishaprakash changed the base branch from main to v1-docsite-hugo-changes March 8, 2026 00:12

dishaprakash added 2 commits March 8, 2026 00:19

docs: Optimize llms.txt and llms-full.txt

c654670

add documentation

315df49

dishaprakash force-pushed the v1-docsite-optimize branch from 40168da to 315df49 Compare March 8, 2026 00:19

dishaprakash changed the title ~~V1 docsite optimize~~ docs: Optimize llms.txt and llms-full.txt Mar 8, 2026

Base automatically changed from v1-docsite-hugo-changes to documentation-reorg March 11, 2026 07:21

Merge branch 'documentation-reorg' into v1-docsite-optimize

1e30cd3

dishaprakash merged commit 996a04c into documentation-reorg Mar 12, 2026
19 of 22 checks passed

dishaprakash deleted the v1-docsite-optimize branch March 12, 2026 10:32

dishaprakash mentioned this pull request Mar 24, 2026

docs!: update docsite #2831

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docs: Optimize llms.txt and llms-full.txt#2665

docs: Optimize llms.txt and llms-full.txt#2665
dishaprakash merged 18 commits intodocumentation-reorgfrom
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Errors in DEVELOPER.md

Errors in docs/en/build-with-mcp-toolbox/bigquery/local_quickstart.md

Errors in docs/en/integrations/alloydb-admin/_index.md

Errors in docs/en/integrations/alloydb-admin/alloydb-create-cluster.md

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Errors in docs/en/user-guide/deploy-to/kubernetes/_index.md

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