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docs: Add User Guide section#2647

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dishaprakash merged 12 commits into
documentation-reorgfrom
v1-docsite-user-guide
Mar 6, 2026
Merged

docs: Add User Guide section#2647
dishaprakash merged 12 commits into
documentation-reorgfrom
v1-docsite-user-guide

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Description

This PR adds the user-guide section of the docsite

The structure is as follows

  • /introduction: Architectural overview and high-level details
    • Current introduction page
  • /getting-started
    • Index Page:
      • Usage methodologies for the toolbox, including links to various clients
      • Distinction between custom-developed and prebuilt configurations
      • Comparison of build-time versus runtime tool implementation
  • /configuration:
    • Index page: High level information on how to configure MCP Toolbox to your liking
      • Definitions: Tool, Source, Prompts, etc
      • Env Vars: PORT, DEBUG, GOOGLE_APPLICATION_CREDENTIALS.
    • /authentication: Split into Authorized invocation, Authentication parameters & Google sign in + Client SDK Usage
    • /prebuilt-configs: Guide on using prebuilt configs
    • /sources: Guide on configuring a source
    • /tools: Guide on configuring a tool + Client SDK Usage + Invoking from CLI + Client SDK Usage
    • /toolsets: Guide on configuring a toolset + Client SDK Usage + Client SDK Usage + Generating skills from toolsets
    • /prompts: Guide on configuring prompts + Link to guide on using it with Gemini CLI
    • /embedding-models: Guide on configuring models + Gemini Embeddings
    • /toolbox-ui: Debugging with the MCP Toolbox UI
  • /connect-to:
    • Index page: Connection Toolbox to multiple environments
    • /client-sdks:
      • /py: Python SDK Readme
        • /toolbox-core: Core SDK Readme
        • /toolbox-langchain: Toolbox Langchain SDK Readme
        • /toolbox-llamaindex: Toolbox LlamaIndex SDK Readme
        • /toolbox-adk: Toolbox ADK SDK Readme
      • /js: JS SDK Readme
        • /toolbox-core: Core SDK Readme
        • /toolbox-adk: Toolbox ADK SDK Readme
      • /go: Go SDK Readme
        • /core: Core SDK Readme
        • /tbgenkit: Tbgenkit SDK Readme
        • /tbadk: Tbadk SDK Readme
    • /mcp-client
    • /gemini-cli: Lists all extensions available
    • /ides:
      • /alloydb-pg
      • /alloydb-pg-admin
  • /deploy-to:
    • Index page: Various ways to deploy the server
    • /docker: Deploy to Docker
    • /kubernetes: Deploy to Kubernetes
    • /cloud-run: Deploy to Cloud Run
  • /monitoring: OpenTelemetry and how to export it

PR Checklist

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few things you can do to make sure it goes smoothly:

  • Make sure you reviewed
    CONTRIBUTING.md
  • Make sure to open an issue as a
    bug/issue
    before writing your code! That way we can discuss the change, evaluate
    designs, and agree on the general idea
  • Ensure the tests and linter pass
  • Code coverage does not decrease (if any source code was changed)
  • Appropriate docs were updated (if necessary)
  • Make sure to add ! if this involve a breaking change

🛠️ Fixes #<issue_number_goes_here>

@dishaprakash dishaprakash requested a review from a team as a code owner March 5, 2026 20:03
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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 undertakes a significant reorganization of the project's documentation by establishing a comprehensive 'User Guide' section. The primary goal is to enhance the user experience by centralizing and structuring content related to core concepts, SDK usage, configuration, deployment, and monitoring. This involved extensive renaming and relocation of existing files, along with the creation of new introductory pages to provide a clearer and more intuitive navigation path for users interacting with the MCP Toolbox.

Highlights

  • Documentation Restructuring: Introduced a new top-level 'User Guide' section to centralize and organize all user-facing documentation, replacing previous 'Concepts', 'SDKs', and 'How-to' sections.
  • Content Reorganization: Moved and renamed a large number of existing documentation files into the new 'user-guide' hierarchy, ensuring a more logical flow for users.
  • Link Updates: Updated numerous internal relative links across the documentation to reflect the new file paths and organizational structure, maintaining navigability.
  • New User Guide Sections: Added new top-level sections within the user guide for 'Getting Started', 'Configuration', 'Connect to Toolbox', 'Deploy Toolbox', and 'Monitoring & Observability'.
  • Prebuilt Configs Refinement: Renamed 'Prebuilt Tools' to 'Prebuilt Configs', updated its content, and removed specific Looker Dev, Looker Conversational Analytics, and Spark tool documentation.
  • Tool Documentation Enhancements: Refactored the 'Tools' documentation by removing the 'Prebuilt vs. Custom Tools' section and adding new content on 'Using tools with MCP Toolbox Client SDKs'.
  • Sample Code Removal: Removed outdated Python ADK sample code and associated requirements for pre/post-processing.
Changelog
  • docs/en/concepts/_index.md
    • Removed the old 'Concepts' index page.
  • docs/en/concepts/telemetry/index.md
    • Renamed to docs/en/user-guide/monitoring/telemetry/index.md and updated a relative link.
  • docs/en/getting-started/configure.md
    • Renamed to docs/en/user-guide/configuration/_index.md, updated weight, removed a link, and adjusted relative links.
  • docs/en/getting-started/introduction/_index.md
    • Renamed to docs/en/user-guide/introduction/_index.md and updated relative links.
  • docs/en/how-to/connect-ide/_index.md
    • Renamed to docs/en/user-guide/connect-to/ides/_index.md, updated title and weight, and removed an alias.
  • docs/en/how-to/connect-ide/alloydb_pg_admin_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/alloydb_pg_admin_mcp.md.
  • docs/en/how-to/connect-ide/alloydb_pg_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/alloydb_pg_mcp.md.
  • docs/en/how-to/connect-ide/bigquery_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/bigquery_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_mssql_admin_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_mssql_admin_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_mssql_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_mssql_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_mysql_admin_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_mysql_admin_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_mysql_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_mysql_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_pg_admin_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_pg_admin_mcp.md.
  • docs/en/how-to/connect-ide/cloud_sql_pg_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/cloud_sql_pg_mcp.md.
  • docs/en/how-to/connect-ide/firestore_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/firestore_mcp.md.
  • docs/en/how-to/connect-ide/looker_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/looker_mcp.md and updated a relative link.
  • docs/en/how-to/connect-ide/mssql_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/mssql_mcp.md.
  • docs/en/how-to/connect-ide/mysql_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/mysql_mcp.md.
  • docs/en/how-to/connect-ide/neo4j_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/neo4j_mcp.md.
  • docs/en/how-to/connect-ide/postgres_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/postgres_mcp.md.
  • docs/en/how-to/connect-ide/spanner_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/spanner_mcp.md.
  • docs/en/how-to/connect-ide/sqlite_mcp.md
    • Renamed to docs/en/user-guide/connect-to/ides/sqlite_mcp.md.
  • docs/en/how-to/connect_via_geminicli.md
    • Renamed to docs/en/user-guide/connect-to/gemini-cli/_index.md, updated title, and adjusted weight.
  • docs/en/how-to/connect_via_mcp.md
    • Renamed to docs/en/user-guide/connect-to/mcp-client/_index.md, updated title and weight, and adjusted relative links.
  • docs/en/how-to/deploy_docker.md
    • Renamed to docs/en/user-guide/deploy-to/docker/_index.md, updated title and weight, and adjusted a relative link.
  • docs/en/how-to/deploy_gke.md
    • Renamed to docs/en/user-guide/deploy-to/kubernetes/_index.md, updated title and weight, and adjusted relative links.
  • docs/en/how-to/deploy_toolbox.md
    • Renamed to docs/en/user-guide/deploy-to/cloud-run/_index.md, updated title and weight, and adjusted relative links.
  • docs/en/how-to/export_telemetry.md
    • Renamed to docs/en/user-guide/monitoring/export_telemetry.md.
  • docs/en/how-to/generate_skill.md
    • Renamed to docs/en/user-guide/configuration/toolsets/generate_skill.md and updated a relative link.
  • docs/en/how-to/invoke_tool.md
    • Renamed to docs/en/user-guide/configuration/tools/invoke_tool.md and updated a relative link.
  • docs/en/how-to/toolbox-ui/index.md
    • Renamed to docs/en/user-guide/configuration/toolbox-ui/index.md, updated weight, and adjusted a relative link.
  • docs/en/reference/prebuilt-tools.md
    • Renamed to docs/en/user-guide/configuration/prebuilt-configs/_index.md, updated title and description, adjusted relative links, and removed specific Looker Dev, Looker Conversational Analytics, and Spark tools.
  • docs/en/resources/authServices/_index.md
    • Renamed to docs/en/user-guide/configuration/authentication/_index.md, updated relative links, and corrected Go code indentation.
  • docs/en/resources/authServices/google.md
    • Renamed to docs/en/user-guide/configuration/authentication/google.md and updated relative links.
  • docs/en/resources/embeddingModels/_index.md
    • Renamed to docs/en/user-guide/configuration/embedding-models/_index.md, updated weight, adjusted relative links, and fixed SQL statement formatting.
  • docs/en/resources/embeddingModels/gemini.md
    • Renamed to docs/en/user-guide/configuration/embedding-models/gemini.md and fixed line ending.
  • docs/en/resources/prompts/_index.md
    • Renamed to docs/en/user-guide/configuration/prompts/_index.md and updated weight.
  • docs/en/resources/prompts/custom/_index.md
    • Renamed to docs/en/user-guide/configuration/prompts/custom/_index.md and fixed line ending.
  • docs/en/resources/sources/_index.md
    • Renamed to docs/en/user-guide/configuration/sources/_index.md, updated weight, and added a new integration link.
  • docs/en/resources/tools/_index.md
    • Renamed to docs/en/user-guide/configuration/tools/_index.md, updated weight, removed 'Prebuilt vs. Custom Tools' section, added 'Using tools with MCP Toolbox Client SDKs' section, and adjusted relative links.
  • docs/en/samples/pre_post_processing/_index.md
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/_index.md and updated weight.
  • docs/en/samples/pre_post_processing/go.md
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/go.md and updated a relative link.
  • docs/en/samples/pre_post_processing/go/adk/agent.go
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/go/adk/agent.go.
  • docs/en/samples/pre_post_processing/go/adk/go.mod
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/go/adk/go.mod.
  • docs/en/samples/pre_post_processing/go/adk/go.sum
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/go/adk/go.sum.
  • docs/en/samples/pre_post_processing/go/agent_test.go
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/go/agent_test.go.
  • docs/en/samples/pre_post_processing/js.md
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js.md and updated a relative link.
  • docs/en/samples/pre_post_processing/js/adk/agent.js
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/adk/agent.js.
  • docs/en/samples/pre_post_processing/js/adk/package.json
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/adk/package.json and updated @google/adk version.
  • docs/en/samples/pre_post_processing/js/agent.test.js
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/agent.test.js.
  • docs/en/samples/pre_post_processing/js/langchain/agent.js
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/langchain/agent.js.
  • docs/en/samples/pre_post_processing/js/langchain/package-lock.json
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/langchain/package-lock.json and updated minimatch and brace-expansion versions.
  • docs/en/samples/pre_post_processing/js/langchain/package.json
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/js/langchain/package.json.
  • docs/en/samples/pre_post_processing/python.md
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/python.md, updated a relative link, and fixed line ending.
  • docs/en/samples/pre_post_processing/python/init.py
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/python/init.py.
  • docs/en/samples/pre_post_processing/python/adk/agent.py
    • Removed outdated Python ADK sample agent for pre/post-processing.
  • docs/en/samples/pre_post_processing/python/adk/requirements.txt
    • Removed requirements file for the Python ADK sample.
  • docs/en/samples/pre_post_processing/python/agent_test.py
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/python/agent_test.py.
  • docs/en/samples/pre_post_processing/python/langchain/agent.py
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/python/langchain/agent.py.
  • docs/en/samples/pre_post_processing/python/langchain/requirements.txt
    • Renamed to docs/en/user-guide/configuration/pre-post-processing/python/langchain/requirements.txt.
  • docs/en/sdks/JS-sdk/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/javascript-sdk/_index.md.
  • docs/en/sdks/JS-sdk/adk/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/javascript-sdk/adk/index.md and updated relative links.
  • docs/en/sdks/JS-sdk/core/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/javascript-sdk/core/index.md and updated relative links.
  • docs/en/sdks/_index.md
    • Removed the old 'SDKs' index page.
  • docs/en/sdks/go-sdk/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/go-sdk/_index.md.
  • docs/en/sdks/go-sdk/core/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/go-sdk/core/_index.md and updated relative links.
  • docs/en/sdks/go-sdk/tbadk/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/go-sdk/tbadk/_index.md and updated relative links.
  • docs/en/sdks/go-sdk/tbgenkit/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/go-sdk/tbgenkit/_index.md.
  • docs/en/sdks/python-sdk/_index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/python-sdk/_index.md and updated a relative link.
  • docs/en/sdks/python-sdk/adk/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/python-sdk/adk/index.md.
  • docs/en/sdks/python-sdk/core/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/python-sdk/core/_index.md and updated relative links.
  • docs/en/sdks/python-sdk/langchain/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/python-sdk/langchain/index.md and updated relative links.
  • docs/en/sdks/python-sdk/llamaindex/index.md
    • Renamed to docs/en/user-guide/connect-to/client-sdks/python-sdk/llamaindex/index.md and updated relative links.
  • docs/en/user-guide/_index.md
    • Added the new top-level 'User Guide' index page.
  • docs/en/user-guide/configuration/toolsets/_index.md
    • Added a new index page for 'Toolsets' documentation.
  • docs/en/user-guide/connect-to/_index.md
    • Added a new index page for 'Connect to Toolbox' documentation.
  • docs/en/user-guide/connect-to/client-sdks/_index.md
    • Added a new index page for 'Client SDKs' documentation.
  • docs/en/user-guide/deploy-to/_index.md
    • Added a new index page for 'Deploy Toolbox' documentation.
  • docs/en/user-guide/getting-started/_index.md
    • Added a new index page for 'Getting Started' documentation.
  • docs/en/user-guide/monitoring/_index.md
    • Added a new index page for 'Monitoring & Observability' documentation.
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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 459
✅ Successful 342
⏳ Timeouts 0
👻 Excluded 29
❓ Unknown 0
🚫 Errors 20
⛔ Unsupported 0

Errors per input

Errors in docs/en/user-guide/configuration/pre-post-processing/go.md

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_go.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/pre-post-processing/js.md

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_js.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/pre-post-processing/python.md

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/sources/_index.md

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/_index.md | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/configuration/tools/_index.md

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

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/build-with-mcp-toolbox/local_quickstart_js.md | Cannot find file: File not found. Check if file exists and path is correct

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

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

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

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

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Errors in docs/en/user-guide/connect-to/mcp-client/_index.md

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

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/alloydb/_index.md#iam-permissions | Cannot find file: File not found. Check if file exists and path is correct
  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/cloud-sql-pg/_index.md#iam-permissions | Cannot find file: File not found. Check if file exists and path is correct

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

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

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/alloydb/_index.md#iam-permissions | Cannot find file: File not found. Check if file exists and path is correct
  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/cloud-sql-pg/_index.md#iam-permissions | Cannot find file: File not found. Check if file exists and path is correct
  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/spanner/_index.md#iam-permissions | Cannot find file: File not found. Check if file exists and path is correct

Errors in docs/en/user-guide/getting-started/_index.md

  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/postgres/postgres-execute-sql.md | Cannot find file: File not found. Check if file exists and path is correct
  • [ERROR] file:///home/runner/work/genai-toolbox/genai-toolbox/docs/en/integrations/postgres/postgres-sql.md | Cannot find file: File not found. Check if file exists and path is correct

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@dishaprakash dishaprakash marked this pull request as draft March 5, 2026 20:07
@dishaprakash dishaprakash changed the base branch from main to documentation-reorg March 5, 2026 20:08

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Code Review

This pull request significantly restructures the documentation by introducing a new user-guide section and consolidating content from various other directories. The changes involve renaming and moving many files, updating links, and reorganizing content for better clarity. My review focuses on ensuring the correctness of code examples and the clarity of the documentation content. I've identified several issues in the new and updated documentation, including invalid Go code snippets, broken links, and typos. Addressing these will improve the quality and usability of the user guide.

Comment thread docs/en/user-guide/configuration/authentication/_index.md Outdated
Comment thread docs/en/user-guide/configuration/authentication/_index.md
Comment thread docs/en/user-guide/configuration/tools/_index.md Outdated
Comment thread docs/en/user-guide/configuration/tools/_index.md
Comment thread docs/en/user-guide/configuration/toolsets/_index.md
Comment thread docs/en/user-guide/connect-to/_index.md Outdated
Comment thread docs/en/user-guide/getting-started/_index.md Outdated
Comment thread docs/en/user-guide/getting-started/_index.md Outdated
Comment thread docs/en/user-guide/introduction/_index.md Outdated
dishaprakash and others added 8 commits March 5, 2026 20:25
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
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@dishaprakash dishaprakash marked this pull request as ready for review March 5, 2026 21:08
Comment thread docs/en/user-guide/getting-started/_index.md Outdated
@dishaprakash dishaprakash merged commit ba50393 into documentation-reorg Mar 6, 2026
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@dishaprakash dishaprakash deleted the v1-docsite-user-guide branch March 6, 2026 16:25
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🧨 Preview deployments removed.

dishaprakash added a commit that referenced this pull request Mar 8, 2026
## Description

This PR adds the user-guide section of the docsite

The structure is as follows

* /introduction: Architectural overview and high-level details  
  * Current introduction page  
* /getting-started  
  * Index Page:  
* Usage methodologies for the toolbox, including links to various
clients
    * Distinction between custom-developed and prebuilt configurations  
    * Comparison of build-time versus runtime tool implementation  
* /configuration:  
* Index page: High level information on how to configure MCP Toolbox to
your liking
    * **Definitions:** Tool, Source, Prompts, etc  
    * **Env Vars**: PORT, DEBUG, GOOGLE\_APPLICATION\_CREDENTIALS.   
* /authentication: Split into Authorized invocation, Authentication
parameters & Google sign in \+ Client SDK Usage
  * /prebuilt-configs: Guide on using prebuilt configs  
  * /sources: Guide on configuring a source  
* /tools: Guide on configuring a tool \+ Client SDK Usage \+ Invoking
from CLI \+ Client SDK Usage
* /toolsets: Guide on configuring a toolset \+ Client SDK Usage \+
Client SDK Usage \+ Generating skills from toolsets
* /prompts: Guide on configuring prompts \+ Link to guide on using it
with Gemini CLI
* /embedding-models: Guide on configuring models \+ Gemini Embeddings
  * /toolbox-ui: Debugging with the MCP Toolbox UI  
* /connect-to:   
  * Index page: Connection Toolbox to multiple environments  
  * /client-sdks:   
    * `/py`: Python SDK Readme   
      * `/toolbox-core`: Core SDK Readme  
      * `/toolbox-langchain`: Toolbox Langchain SDK Readme  
      * `/toolbox-llamaindex`: Toolbox LlamaIndex  SDK Readme  
      * `/toolbox-adk`: Toolbox ADK SDK Readme  
    * `/js`: JS SDK Readme  
      * `/toolbox-core`: Core SDK Readme  
      * `/toolbox-adk`: Toolbox ADK SDK Readme  
    * `/go`: Go SDK Readme  
      * `/core`: Core SDK Readme  
      * `/tbgenkit`: Tbgenkit SDK Readme  
      * `/tbadk`: Tbadk SDK Readme  
  * /mcp-client  
  * /gemini-cli: Lists all extensions available  
  * /ides:   
    * /alloydb-pg  
    * /alloydb-pg-admin  
    * …  
* /deploy-to:   
  * Index page: Various ways to deploy the server  
  * /docker: Deploy to Docker  
  * /kubernetes: Deploy to Kubernetes  
  * /cloud-run: Deploy to Cloud Run  
* /monitoring: OpenTelemetry and how to export it

## 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:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] 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>
dishaprakash added a commit that referenced this pull request Mar 17, 2026
This PR adds the user-guide section of the docsite

The structure is as follows

* /introduction: Architectural overview and high-level details
  * Current introduction page
* /getting-started
  * Index Page:
* Usage methodologies for the toolbox, including links to various
clients
    * Distinction between custom-developed and prebuilt configurations
    * Comparison of build-time versus runtime tool implementation
* /configuration:
* Index page: High level information on how to configure MCP Toolbox to
your liking
    * **Definitions:** Tool, Source, Prompts, etc
    * **Env Vars**: PORT, DEBUG, GOOGLE\_APPLICATION\_CREDENTIALS.
* /authentication: Split into Authorized invocation, Authentication
parameters & Google sign in \+ Client SDK Usage
  * /prebuilt-configs: Guide on using prebuilt configs
  * /sources: Guide on configuring a source
* /tools: Guide on configuring a tool \+ Client SDK Usage \+ Invoking
from CLI \+ Client SDK Usage
* /toolsets: Guide on configuring a toolset \+ Client SDK Usage \+
Client SDK Usage \+ Generating skills from toolsets
* /prompts: Guide on configuring prompts \+ Link to guide on using it
with Gemini CLI
* /embedding-models: Guide on configuring models \+ Gemini Embeddings
  * /toolbox-ui: Debugging with the MCP Toolbox UI
* /connect-to:
  * Index page: Connection Toolbox to multiple environments
  * /client-sdks:
    * `/py`: Python SDK Readme
      * `/toolbox-core`: Core SDK Readme
      * `/toolbox-langchain`: Toolbox Langchain SDK Readme
      * `/toolbox-llamaindex`: Toolbox LlamaIndex  SDK Readme
      * `/toolbox-adk`: Toolbox ADK SDK Readme
    * `/js`: JS SDK Readme
      * `/toolbox-core`: Core SDK Readme
      * `/toolbox-adk`: Toolbox ADK SDK Readme
    * `/go`: Go SDK Readme
      * `/core`: Core SDK Readme
      * `/tbgenkit`: Tbgenkit SDK Readme
      * `/tbadk`: Tbadk SDK Readme
  * /mcp-client
  * /gemini-cli: Lists all extensions available
  * /ides:
    * /alloydb-pg
    * /alloydb-pg-admin
    * …
* /deploy-to:
  * Index page: Various ways to deploy the server
  * /docker: Deploy to Docker
  * /kubernetes: Deploy to Kubernetes
  * /cloud-run: Deploy to Cloud Run
* /monitoring: OpenTelemetry and how to export it

> 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:

- [ ] Make sure you reviewed

[CONTRIBUTING.md](https://github.com/googleapis/genai-toolbox/blob/main/CONTRIBUTING.md)
- [ ] 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
- [ ] Ensure the tests and linter pass
- [ ] Code coverage does not decrease (if any source code was changed)
- [ ] Appropriate docs were updated (if necessary)
- [ ] 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>
@dishaprakash dishaprakash mentioned this pull request Mar 24, 2026
6 tasks
dishaprakash added a commit that referenced this pull request Mar 26, 2026
## 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>
github-actions Bot pushed a commit to xaas-cloud/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to renovate-bot/googleapis-_-genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to xaas-cloud/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to sumedhdk22/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to sumedhdk22/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to Jaleel-zhu/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to pepe57/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to pepe57/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to NirajNandre/genai-toolbox-fork that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to NirajNandre/genai-toolbox-fork that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to Deeven-Seru/mcp-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to Deeven-Seru/mcp-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to CrazyForks/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to CrazyForks/genai-toolbox that referenced this pull request Mar 26, 2026
## 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
github-actions Bot pushed a commit to bhardwajRahul/genai-toolbox that referenced this pull request Mar 27, 2026
## 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
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