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Knowledge-Grounded-Chatbot

  • Developed a knowledge-grounded chatbot utilizing large language models (LLMs) and fine-tuning techniques for an end-to-end application.
  • The project included prompt engineering, Retrieval-Augmented Generation (RAG), and the application of Reinforcement Learning from Human Feedback (RLHF) to enhance chatbot performance.
  • Leveraged frameworks like LangChain and OpenAI's GPT-3.5 Turbo to build an interactive and efficient chatbot for online shopping.

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a knowledge-grounded chatbot utilizing large language models (LLMs) and fine-tuning techniques for an end-to-end application. included prompt engineering, Retrieval-Augmented Generation (RAG), and the application of Reinforcement Learning from Human Feedback (RLHF) to enhance chatbot performance.

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