A production-grade Retrieval-Augmented Generation (RAG) chatbot using LangChain, FAISS, and Groq Llama-3. It enables semantic PDF search, conversational memory, and context-aware responses powered by vector embeddings and real-time retrieval.
retrieval-augmented-generation vector-databases context-aware-ai faiss-vector-search multi-turn-conversations ai-reasoning-systems production-ai-systems semantic-search-systems llm-conversational-ai groq-llm-integration langchain-pipelines embedding-based-retrieval transformer-language-models chatbot-memory-systems pdf-knowledge-retrieval prompt-engineering-strategies llm-rag-architecture knowledge-grounded-generation enterprise-ai-chatbots semantic-document-understanding
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Updated
May 15, 2026 - Jupyter Notebook