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Parent(s): 3f276ab
Add README for Hugging Face Space
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README.md
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title: Backend
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sdk: docker
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title: RAG Chatbot Backend
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emoji: 🤖
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# RAG Chatbot Backend API
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Backend API for the Humanoid AI Robotics Book Chatbot using RAG (Retrieval-Augmented Generation).
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## 🚀 Features
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- FastAPI-based REST API
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- OpenAI Agents SDK for intelligent responses
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- Qdrant vector database for semantic search
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- Cohere embeddings for document retrieval
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- CORS enabled for frontend integration
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## 📋 API Endpoints
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### Health Check
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```
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GET /health
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```
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### Chat
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```
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POST /chat
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Content-Type: application/json
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{
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"question": "Your question here"
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}
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```
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## ⚙️ Environment Variables
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Set these in Space Settings → Variables and secrets:
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- `COHERE_API_KEY` - Cohere API key
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- `QDRANT_URL` - Qdrant Cloud URL
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- `QDRANT_API_KEY` - Qdrant API key
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- `QDRANT_COLLECTION` - Collection name
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- `OPENAI_API_KEY` - OpenAI API key
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- `AGENT_MODEL` - Model name (e.g., gpt-4o-mini)
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## 🔗 Frontend
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Frontend deployed at: https://hackathon-1-humanoid-ai-robotics.vercel.app
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## 📝 License
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Part of the Humanoid AI Robotics Book Chatbot project.
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