README.md

---
title: RAG Document Processing
emoji: 📄
colorFrom: blue
colorTo: green
sdk: docker
app_port: 7860
pinned: false
models:
  - sentence-transformers/all-MiniLM-L6-v2
  - facebook/bart-large-cnn
license: apache-2.0
---

# RAG Document Processing

This Hugging Face Space contains a RAG (Retrieval Augmented Generation) system for processing documents, built entirely with Hugging Face tools and models.

## Features

- Automated processing of text files
- OCR and document processing with HF models
- Vector storage with FAISS
- Embeddings with sentence-transformers
- Simple query interface with Gradio

## Implementation

This is a Hugging Face-native implementation of the original cloud-based RAG system. It uses:

- Sentence Transformers for embeddings
- FAISS for vector search
- Transformers models for document processing
- Persistent storage for data
- A100 GPU acceleration (for pro users)

## Usage

1. Upload documents to be processed
2. The system automatically processes and indexes them
3. Query the processed documents through the interface

See the CLAUDE_HF.md file for implementation details.