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Programming LLMs

This is the official repository for the examples built throughout Microsoft Press' book Programming Large Language Models with Azure Open AI.

The three example projects cover various technologies and use cases:

  1. Chapter 6 utilizes the OpenAI SDK and develops a web application (ASP.NET in .NET 8) that acts as an assistant, rewriting emails and messages produced by the technical team in response to tickets opened by end customers.
  2. Chapter 7 explores the RAG (retrieval augmented generation) pattern by building a chatbot (in Streamlit and with Langchain) to ask questions and engage in conversations about loaded data, in the form of .pdf files.
  3. Chapter 8 constructs an agent (using SemanticKernel and APIs built in WEB API with .NET 8) capable of conversational handling of hotel room reservations, via APIs documented with OpenAPI.