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- ---
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- title: RAG APP
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- emoji: 🐒
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- colorFrom: red
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- colorTo: green
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- sdk: streamlit
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- sdk_version: 1.43.2
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- app_file: app.py
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- pinned: false
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- license: mit
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- short_description: 'The DeepSeek RAG Chatbot '
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # DeepSeek RAG Chatbot πŸ€–
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+
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+ A powerful Retrieval-Augmented Generation (RAG) chatbot that allows users to upload documents and get AI-powered responses based on their content.
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+
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+ ## Features
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+
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+ - πŸ“„ Document Upload: Support for PDF and TXT files
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+ - πŸ” Intelligent Document Processing: Automatic text chunking and embedding
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+ - πŸ’¬ Interactive Chat Interface: Real-time conversation with context-aware responses
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+ - 🧠 Vector Storage: Efficient document retrieval using FAISS
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+ - πŸ”„ Conversation Memory: Maintains chat history and context
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+
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+ ## How to Use
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+
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+ 1. Enter your DeepSeek API key in the application
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+ 2. Upload your documents (PDF or TXT files)
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+ 3. Start chatting with the AI about your documents!
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+
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+ ## Technical Stack
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+
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+ - Streamlit for the web interface
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+ - LangChain for document processing
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+ - FAISS for vector storage
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+ - HuggingFace Embeddings
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+ - DeepSeek API for AI responses
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+
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+
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+
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+ ## License
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+
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+ MIT License