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LEARN, CONNECT, BUILD

Microsoft Reactor

Join Microsoft Reactor and engage with developers, entrepreneurs, and startups live

Ready to get started with AI and the latest technologies? Microsoft Reactor provides events, training, and community resources to help developers, entrepreneurs and startups build on AI technology and more. Join us!

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Python + AI: Retrieval Augmented Generation

18 March, 2025 | 4:30 PM - 5:30 PM (UTC) Coordinated Universal Time

  • Format:
  • alt##LivestreamLivestream

Topic: Intelligent Applications

Language: English

In our third Python + AI session, we'll explore one of the most popular techniques used with LLMs: Retrieval Augmented Generation.
RAG is an approach that sends context to the LLM so that it can provide well-grounded answers for a particular domain. The RAG approach can be used with many kinds of data sources like CSVs, webpages, documents, databases.
In this session, we'll walk through RAG flows in Python, starting with a simple flow and culminating in a full-stack RAG application based on Azure AI Search.
Follow-along live, thanks to GitHub Models and GitHub Codespaces.
If you'd like to follow along with the live examples, make sure you've got a GitHub account.
You can also join a weekly office hours to ask any questions that don't get answered in the chat, in our AI Discord.

Prerequisites

Want to check out this series in Spanish? Register here

  • AI
  • Python
  • RAG

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