---
title: Gemini Rag FastAPI Pro
emoji: 🤖
colorFrom: purple
colorTo: red
sdk: docker
pinned: false
license: mit
short_description: Document-based Q&A using FastAPI, FAISS, and Google Gemini
---

# Gemini RAG FastAPI Pro

Production-ready Retrieval-Augmented Generation backend built with **FastAPI**, **FAISS**, and **Google Gemini**.

## Tech Stack
- FastAPI
- FAISS
- Google Gemini API
- Docker
- Hugging Face Spaces

## Usage
1. Upload documents
2. Ask questions
3. Get grounded answers

Built with ❤️ by Vignesh LV