AI Code Reviewer - GitHub Action is a powerful tool for automating code reviews using AI, with support for multiple models and dynamic code analysis. Leveraging the power of LangGraph in LangChain, this action allows for intelligent and dynamic tool usage by incorporating the concept of Agents, making the code review process more flexible and adaptive. Currently, it supports Google’s Gemini model and Groq, with more models and providers to be added in the future.
This GitHub Action utilizes LangChain's LangGraph and Agent concepts to perform dynamic code reviews. The action can call multiple tools during the review process, adapting to the specific needs of the code being reviewed. This allows for more insightful and intelligent code analysis, going beyond static linting.
The action currently supports multiple AI models, allowing for flexibility in choosing the model best suited for your codebase. Currently supported models:
- Google Gemini
- Groq
More models and providers will be added in future versions to ensure comprehensive support across different AI ecosystems.
This action can be easily integrated into your existing CI/CD workflows. Simply add it to your GitHub Actions pipeline, and it will automatically analyze your code using the configured AI models, providing feedback and suggestions for improvement.
This action can automatically reply to code review comments made on pull requests. It leverages AI to generate meaningful responses, facilitating better communication and collaboration within your team.
The action can fetch relevant data from external sources such as Tavily Search, Wikipedia, and StackExchange. This feature allows the code reviewer to incorporate the latest knowledge, best practices, and relevant information, enhancing the overall review process and ensuring that the feedback provided is up-to-date and informed.
To use this action in your workflow, add the following configuration to your GitHub Actions YAML file:
name: AI Code Review
on:
pull_request:
types: [opened, synchronize, reopened]
branches:
- main
pull_request_review_comment:
types: [created, edited]
branches:
- main
permissions:
contents: write
pull-requests: write
jobs:
ai-code-review:
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v4
- name: Run AI Code Review
uses: galihlprakoso/[email protected]
with:
ai_provider: 'GROQ'
ai_provider_model: 'llama-3.1-70b-versatile'
codebase_high_overview_descripton:
'This repository is an LLM Code Reviewer Github Action that use
typescript implemented with functional programming.'
GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
GOOGLE_GEMINI_API_KEY: <your gemini api key>
GROQ_API_KEY: <your groq api key>
TAVILY_API_KEY: <your tavily api key>
This project is licensed under the MIT License.
