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LLM code reviewer

Provides automated code reviews for Pull Requests (PR) using GitHub Actions

Requriements

  • External Ollama server

How to use

  1. Setup Ollama Server (api server)

    The Ollama server provides reviews using LLM model. Set up the external Ollama server and add the OLLAMA_API_URL to your GitHub Secrets.

    Ollama API Docs

    Example: https://ollama-server-url/api

  2. Write workflow script

name: 'Test Container Action'

on:
  pull_request:
    types: [opened] # PR open시 자동 코드 리뷰 요청

permissions:
  contents: read   # 콘텐츠 접근 권한 (PR 변경 사항 읽기)
  pull-requests: write # PR comment 작성 권한

jobs:
  test-action:
    runs-on: ubuntu-latest
    steps:
      - name: Checkout code
        uses: actions/checkout@v4
        with:

      - name: Run Container Action
        uses: ljy2855/llm_code_reviewer@v1
        with:
          # fixed field
          github_token: ${{ secrets.GITHUB_TOKEN }}
          github_owner: ${{ github.repository_owner }}
          github_repository: ${{ github.repository }}
          pr_number: ${{ github.event.pull_request.number }}
          pr_title: ${{ github.event.pull_request.title }}
          pr_body: ${{ github.event.pull_request.body }}

          # you might fill
          ollama_api_url: ${{ secrets.OLLAMA_API_URL }}
          

          # optional field
          ollama_model: 'llama3.1:8b'
          prompt_type: 'GENERAL_REVIEW'
          prompt_language: 'EN' 

Field Description

Field Default Value Description Required
github_token N/A The GitHub token for authentication, typically set as ${{ secrets.GITHUB_TOKEN }}. Yes
github_owner N/A The owner of the repository. Yes
github_repository N/A The name of the repository. Yes
pr_number N/A The number of the pull request. Yes
pr_title N/A The title of the pull request. Yes
pr_body N/A The body/description of the pull request. Yes
ollama_api_url N/A The base URL of the Ollama API for generating the review. Yes
ollama_model llama3.1:8b The LLM model used for generating the review comment. No
prompt_type GENERAL_REVIEW Defines the type of review: GENERAL_REVIEW, SECURITY_REVIEW, FUNCTIONALITY_REVIEW, CODE_STYLE_REVIEW, TEST_COVERAGE_REVIEW No
prompt_language EN Specifies the language for the review comment (e.g., EN, KR). No
  1. Workflow Run

스크린샷 2024-09-08 오전 2 02 52

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LLM을 통한 코드 리뷰 자동화

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