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@ryoppippi ryoppippi commented Aug 14, 2025

Summary

  • Restructured README with better organization and visual appeal
  • Added comprehensive LangChain and CrewAI integration examples
  • Fixed broken documentation links and improved navigation
  • Added PyPI and GitHub release badges for better project visibility

Changes Made

README Structure Improvements

  • Moved Features section immediately after project overview for better flow
  • Restructured integration examples into collapsible sections with details tags
  • Reordered Meta Tools section to appear after Integration Examples
  • Added PyPI version and GitHub release badges at the top

Documentation Fixes

  • Replaced broken docs/ directory links with working examples/ directory links
  • Consolidated documentation sections into single Examples section
  • Fixed all file references to point to actual example files

Integration Examples

  • Enhanced LangChain integration section with practical examples
  • Added CrewAI integration showing native LangChain compatibility
  • Provided clear code examples for tool conversion, model binding, and execution
  • Made integration examples collapsible to improve README readability

Test Plan

  • Verified all links point to existing files in examples/ directory
  • Confirmed README formatting renders correctly with badges and collapsible sections
  • Checked that integration examples match actual implementation patterns
  • Validated README structure flows logically from overview to examples

- Add detailed LangChain integration examples showing tool conversion and usage

- Include CrewAI integration section demonstrating LangChain compatibility

- Provide practical code examples for model binding and tool execution

- Position section after Meta Tools for logical flow
- Relocated Features section to appear after Quick Start but before detailed examples

- Improves README flow by highlighting key features early

- Maintains logical progression from installation -> features -> examples
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cubic analysis

No issues found across 1 file. Review in cubic

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Pull Request Overview

This PR adds comprehensive LangChain integration documentation to the README, demonstrating how to use StackOne tools with LangChain-based AI frameworks including CrewAI.

  • Added detailed LangChain integration section with practical code examples
  • Repositioned the Features section to appear before Meta Tools for better logical flow
  • Included CrewAI integration subsection showing native LangChain compatibility

Tip: Customize your code reviews with copilot-instructions.md. Create the file or learn how to get started.


# Handle tool calls
for tool_call in response.tool_calls:
tool = tools.get_tool(tool_call["name"])
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Copilot AI Aug 14, 2025

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The code assumes tools.get_tool() method exists, but tools is a converted LangChain tools object from tools.to_langchain() on line 77. This will likely cause an AttributeError since LangChain tools don't have a get_tool() method. Consider keeping a reference to the original tools object or using a different approach to access the tools.

Copilot uses AI. Check for mistakes.
- Move Features section immediately after project overview

- Restructure LangChain and CrewAI integrations into collapsible Integration Examples section

- Reorder Meta Tools section to appear after Integration Examples

- Replace broken docs/ links with working examples/ directory links

- Consolidate documentation sections into single Examples section
- Add PyPI version badge linking to package page

- Add GitHub release badge showing latest version

- Improve README visual appeal and provide quick access to version info
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@glebedel glebedel left a comment

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LGTM

@glebedel glebedel merged commit cbf7f68 into main Aug 19, 2025
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@glebedel glebedel deleted the docs/add-langchain-integration-readme branch August 19, 2025 15:04
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3 participants