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| # DeepSeek RAG Chatbot 🤖 | |
| A powerful Retrieval-Augmented Generation (RAG) chatbot that allows users to upload documents and get AI-powered responses based on their content. | |
| ## Features | |
| - 📄 Document Upload: Support for PDF and TXT files | |
| - 🔍 Intelligent Document Processing: Automatic text chunking and embedding | |
| - 💬 Interactive Chat Interface: Real-time conversation with context-aware responses | |
| - 🧠 Vector Storage: Efficient document retrieval using FAISS | |
| - 🔄 Conversation Memory: Maintains chat history and context | |
| ## How to Use | |
| 1. Enter your DeepSeek API key in the application | |
| 2. Upload your documents (PDF or TXT files) | |
| 3. Start chatting with the AI about your documents! | |
| ## Technical Stack | |
| - Streamlit for the web interface | |
| - LangChain for document processing | |
| - FAISS for vector storage | |
| - HuggingFace Embeddings | |
| - DeepSeek API for AI responses | |
| ## License | |
| MIT License | |