🤖 DissolveAI-beta – AI-Powered GitHub Issue Solver

An AI assistant that analyzes GitHub repositories and helps solve issues using Gemini or Groq AI models with semantic search.

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🚀 Features

• 🔗 Clone & analyze GitHub repositories
• 📂 Extract and index repository files
• 🧠 Generate AI summaries of repositories
• 💬 Chat with AI about issues and code
• ⚡ Dual AI model support (Gemini & Groq)
• 🎨 Modern React UI with Tailwind CSS

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🛠 Tech Stack

Backend: FastAPI, Python, FAISS, Sentence Transformers
Frontend: React 19, Tailwind CSS, Vite
AI Models: Google Gemini, Groq LLaMA

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⚙️ Setup

1. Backend Setup

# Create virtual environment
python -m venv venv

# Activate it
# Windows: venv\Scripts\activate
# macOS/Linux: source venv/bin/activate

# Install dependencies
pip install -r requirements.txt

# Create .env file with API keys
echo "GEMINI_API_KEY=your_key_here" > .env
echo "GROQ_API_KEY=your_key_here" >> .env
echo "GITHUB_TOKEN=your_token_here" >> .env

2. Frontend Setup

cd react-frontend
npm install

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🚀 Run Application

Terminal 1 – Backend:

python main.py
# Backend runs on http://127.0.0.1:8000

Terminal 2 – Frontend:

cd react-frontend
npm run dev
# Frontend runs on http://localhost:5173

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📖 How It Works

1. Enter GitHub URL → Select AI model (Gemini or Groq)
2. Fetch & Analyze → Repository is cloned, files extracted, issues fetched
3. View Summary → AI generates repository overview
4. Chat → Ask questions, AI retrieves relevant code and answers

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📁 Project Structure

Desolve-mini/
├── main.py                    # FastAPI backend
├── requirements.txt           # Python dependencies
├── .env                       # API keys (create this)
│
├── models/
│   ├── gemini_models_rag.py   # Gemini AI pipeline
│   └── groq_models_rag.py     # Groq AI pipeline
│
├── services/
│   ├── clone.py               # Clone repositories
│   ├── file_contents.py       # Extract files
│   ├── issues.py              # Fetch issues
│   └── repo_summarizer.py     # Generate summaries
│
└── react-frontend/            # React app
    ├── src/
    │   ├── components/        # UI components
    │   ├── pages/            # Page views
    │   └── App.jsx           # Main app
    └── package.json

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🔧 API Endpoints

Method	Endpoint	Description
POST	/process-repo	Analyze repository
POST	/ask-ai	Chat with AI about code
GET	/models	Get available models
POST	/cleanup	Clear temp data

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📋 Requirements

• Python 3.8+
• Node.js 16+
• Gemini API Key (get free)
• Groq API Key (get free)
• GitHub Token (optional, for higher API limits)

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💡 Usage Example

1. Go to http://localhost:5173
2. Paste a GitHub URL: https://github.com/username/repo
3. Select an AI model
4. Click "Fetch Issues & Analyze"
5. Select an issue and start chatting!

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📝 License

Open source for educational and commercial use.

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