CodeEagle - AI Code Review Bot

An automated code review bot that integrates with GitHub to provide AI-powered feedback on pull requests.

Architecture

Project Structure

• producer/ - Webhook listener that enqueues PR analysis jobs
• consumer/ - Worker that processes jobs and posts reviews

Quick Start

Prerequisites

• Python 3.8+
• RabbitMQ server
• Ollama with Qwen model
• ngrok (for webhook testing)

Setup

1. Install dependencies for both services:

    cd publisher
    pip install -r requirements.txt
    cp .env.example .env
    # Edit .env with your values

    cd ../consumer
    pip install -r requirements.txt
    cp .env.example .env
    # Edit .env with your values

2. Start RabbitMQ:

    docker run -d --name rabbitmq -p 5672:5672 -p 15672:15672 rabbitmq:3-management

3. Pull Qwen Model

    ollama pull qwen2.5-coder:latest 
    ollama serve

4. Start Services

    # Terminal 1: Publisher
    cd producer
    python run_publisher.py

    # Terminal 2: Consumer
    cd consumer
    python run_consumer.py

5. Expose Webhook with Ngrok

    ngrok http 8000

Features

• GitHub webhook integration
• RabbitMQ job queue with retry logic
• Dead letter queue support
• AI-powered code review with Qwen LLM
• GitHub PR comment posting
• Line-by-line comments
• Security scanning
• Custom rule engine
• LoRA fine-tuning support