Spaces:
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Sleeping
| title: Multimodal RAG Service | |
| emoji: 🚀 | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: docker | |
| app_port: 7860 | |
| pinned: false | |
| # 🚀 Multimodal RAG Service | |
| A unified service for PDF ingestion and multimodal querying using RAG (Retrieval-Augmented Generation). | |
| ## Features | |
| - 📄 PDF text extraction | |
| - 📊 Table extraction | |
| - 🖼️ Image extraction | |
| - 🤖 Multimodal summarization | |
| - 🔍 Vector similarity search | |
| - 💬 Context-aware answering | |
| ## API Endpoints | |
| - `POST /ingest` - Upload and process PDF files | |
| - `POST /query?question=YOUR_QUESTION&k=5` - Query the system | |
| - `GET /stats` - View system statistics | |
| - `GET /docs` - Interactive API documentation | |
| ## Usage | |
| Visit the deployed space and use the `/docs` endpoint for interactive API documentation. |