README.md

---
title: Financial RAG
emoji: 📊
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: "4.11.0"
app_file: app.py
pinned: false
---

# 📊 Financial RAG Model

This is a Retrieval-Augmented Generation (RAG) model for answering financial queries based on company financial statements.

## 🛠 How to Use
1. **Upload a Financial PDF** (e.g., balance sheet, income statement).
2. **Ask a Financial Question** related to the document.
3. **Get an AI-generated response** based on relevant financial data.

## 🚀 Built With
- **FAISS & BM25** for document retrieval.
- **Google Gemini API** for answer generation.
- **Gradio** for the web interface.

🔗 **Try it out in the Hugging Face Space!**