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Building RAG apps in Python

Microsoft Reactor
106K subscribers
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3K views Streamed 6 months ago #MicrosoftReactor #RAGHack
RAG (Retrieval Augmented Generation) is the most common approach used to get LLMs to answer questions grounded in a particular domain's data. Learn how to develop apps using RAG with Python and the OpenAI SDK. We'll walk through our most popular RAG solution, showing the process of data ingestion with Azure Document Intelligence and AI Search, then walking through the RAG steps of query rewriting, hybrid search, and question answering. You'll learn how to easily bring your own data into the RAG solution, and how to customize the prompts and UI for your domain. Presented by Pamela Fox, Developer Advocate for Python ** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack ** 📌Check out the RAGHack 2024 series here! https://aka.ms/RAGHack2024 #MicrosoftReactor #RAGHack [eventID:23335] ...more
...more
Building RAG apps in Python
RAG (Retrieval Augmented Generation) is the most common approach used to get LLMs to answer questions grounded in a particular domain's data. Learn how to develop apps using RAG with Python and the OpenAI SDK. We'll walk through our most popular RAG solution, showing the process of data ingestion with Azure Document Intelligence and AI Search, then walking through the RAG steps of query rewriting, hybrid search, and question answering. You'll learn how to easily bring your own data into the RAG solution, and how to customize the prompts and UI for your domain. Presented by Pamela Fox, Developer Advocate for Python ** Part of RAGHack, a free global hackathon to develop RAG applications. Join at https://aka.ms/raghack ** 📌Check out the RAGHack 2024 series here! https://aka.ms/RAGHack2024 #MicrosoftReactor #RAGHack [eventID:23335]

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Microsoft Reactor

106K subscribers
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