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Financial_RAG
utkarsh1797/Financial_RAG
Financial_RAG is a machine learning model from utkarsh1797. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This is a Retrieval-Augmented Generation (RAG) model for answering financial queries based on company financial statements.
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Updated Mar 18, 2025
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- Access
- Public
- Created
- Mar 18, 2025
- Updated
- Mar 18, 2025
- SHA
- 2316eaf9
Model card
From the Hugging Face model README
📊 Financial RAG Model
This is a Retrieval-Augmented Generation (RAG) model for answering financial queries based on company financial statements.
🛠 How to Use
- Upload a Financial PDF (e.g., balance sheet, income statement).
- Ask a Financial Question related to the document.
- 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!
- Created
- Mar 18, 2025
- Updated
- Mar 18, 2025