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