agent-fix

# Agent Fix

Agent Fix is a Next.js application that leverages AI-powered agents to identify issues from a GitHub repository and automatically generate code fixes. By integrating with the OpenAI API and GitHub's REST endpoints, Agent Fix analyzes code files, tokenizes and indexes them, and then uses conversational AI to propose fixes along with automated testing.

> [!WARNING]  
> This project will execute code generated by the model on your system.

## Features

- **Repository Analysis:**  
  - Input a GitHub repository URL and fetch its open issues.
  - Automatically download the repository's code files (Python and JavaScript).
  
- **Code Indexing & Embedding:**  
  - Break code files into manageable chunks.
  - Generate embeddings for each chunk using OpenAI's embeddings API for improved context retrieval.
  
- **AI-Powered Code Fixing:**  
  - Each issue is assigned to an "agent" that generates a potential code fix.
  - Uses a streaming response to display real-time progress and test execution logs.
  - Automatically retries with improved suggestions if initial fixes fail the tests.

- **Interactive Interface:**  
  - Simple UI built with React and Tailwind CSS.
  - Allows selection of "reasoning effort" (low, medium, or high) to guide the AI's code-fixing process.
  - Displays detailed logs, relevant file excerpts, and final code fix results.

## Getting Started

### Prerequisites

- Node.js (v14+ recommended)
- A GitHub token with permissions to access repository issues and contents.
- An OpenAI API key.

### Installation

1. **Clone the Repository**

   ```bash
   git clone https://github.com/your-username/agent-fix.git
   cd agent-fix
   ```

2. **Install Dependencies**

   ```bash
   npm install
   ```

3. **Environment Variables**

   Create a `.env.local` file in the project root and add the following variables:

   ```env
   OPENAI_API_KEY=your_openai_api_key
   GITHUB_TOKEN=your_github_token
   ```

4. **Run the Development Server**

   ```bash
   npm