Remote Coding Assistant

Setup

1. Install Dependencies:

   pip install -r backend/requirements.txt

2. Environment Variables: Create a .env file in backend/ with:

   GEMINI_API_KEY=your_api_key_here
   

Running the System

1. Start the Backend:

   cd backend
   python main.py

   The server will start at http://localhost:8000.

2. Start the Frontend: Open frontend/index.html in your browser.

Usage

• Drop Zone: Drop folders into the drop_zone directory in the root. The system will automatically ingest them.
• Chat: Use the frontend to chat with the agent.

Architecture Graph

graph TD
    User[User] -->|Drops Folder| Watcher[File Watcher]
    User -->|Chats| API[FastAPI Backend]
    
    subgraph "Hybrid Intelligence"
        API --> Orchestrator
        Orchestrator -->|High Complexity| Gemini[Gemini (Manager)]
        Orchestrator -->|Low Complexity| Local[Ollama (Worker)]
    end
    
    Watcher --> Ingest[Ingestion Pipeline]
    Ingest -->|Summarize| Local
    Ingest -->|Store| VectorDB[(ChromaDB)]
    
    Gemini -->|Plan/Reason| Response
    Local -->|Task Result| Response
    Response --> API

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Screenshots