WebUI Copilot

Project Overview

WebUI Copilot is an advanced web-based copilot application that leverages Agentic AI and integrates cutting-edge technology to enhance user productivity. It was originally developed as part of a hackathon project to demonstrate intelligent, context-aware web UI assistance.

Features

• General Query Handling: Uses AI to provide responses to user queries.
• Clinical RAG Queries: Fetches clinical data and insights.
• Food Security Queries: Retrieves and analyzes food security data.
• Embeddings and Vector Search: Uses FAISS for efficient similarity search.
• Backend: Built using FastAPI with Google Gemini integration.

Technologies Used

• FastAPI for backend services
• Google Gemini for AI-based responses
• FAISS for vector storage and retrieval
• Frontend in Typescript

Installation and Setup

1. Clone the repository:

   git clone [email protected]:yourusername/your-repo.git
   cd webui-copilot

2.  Set up virtual environment
```bash
python3 -m venv venv
source venv/bin/activate

3. Install required packages

pip install -r requirements.txt