BT5153 Applied Machine Learning for Business Analytics

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Lecture 5 LLM: RAG

In-class Material

  1. Slides

  2. Notebook

Extra Reading

  1. Evaluating Large Language Model (LLM) systems: Metrics, challenges, and best practices

  2. Promptflow

  3. Few-shot Prompting

  4. Llamaindex

  5. Langchain

  6. Harrison Chase - Agents Masterclass from LangChain Founder

  7. Build a RAG App with LangChain

  8. Configuring RAG with OpenWebUI Documentation