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---
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!**
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