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mmr

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End-to-end Retrieval-Augmented Generation (RAG) system for semantic document search and question answering using LangChain, FAISS, and OpenAI. Supports PDF ingestion, MMR-based retrieval, Streamlit UI, and API deployment with LangServe.

  • Updated Apr 12, 2026
  • Python

The Customer Support Ticket Classification and Response System combines advance AI models with RAG to automate and elevate ticket categorisation and response generation. By leveraging multi-model integration, sentiment analysis, urgency detection, and vector-based retrieval, it delivers precise, context-aware responses and actionable insights.

  • Updated Aug 25, 2024
  • Python

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