Developing a Domain Specific Chatbot 🤖 using RAG

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Our project, Building Intelligent Domain-Specific Chatbots Using Advanced RAG Techniques, demonstrates the power of Retrieval-Augmented Generation (RAG) in creating smart chatbots for specialized tasks. By integrating advanced text chunking strategies, vector databases like FAISS and Chroma, and state-of-the-art large language models, we developed a chatbot capable of retrieving and generating accurate, context-aware responses from uploaded documents. This innovative approach bridges the gap between static data retrieval and dynamic conversational AI, making it ideal for applications in research, education, and beyond.

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