Sign in to confirm you’re not a bot
This helps protect our community. Learn more

Learn Live: Developing a production level RAG workflow

Microsoft Reactor
115K subscribers
<__slot-el>
<__slot-el>
1.7K views Streamed 1 year ago
Full series information: https://aka.ms/learnlive-microsoft-le... More info here: https://aka.ms/learnlive-microsoft-le... Follow on Microsoft Learn: Copilots can work alongside you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure a copilot retrieves information from a specific source, you can add your own data when building a copilot with the Azure AI Studio (preview). --------------------- Learning objectives  …...more
...more
Learn Live: Developing a production level RAG workflow
Full series information: https://aka.ms/learnlive-microsoft-le... More info here: https://aka.ms/learnlive-microsoft-le... Follow on Microsoft Learn: Copilots can work alongside you to provide suggestions, generate content, or help you make decisions. Copilots use language models as a form of generative artificial intelligence (AI) and will answer your questions using the data they were trained on. To ensure a copilot retrieves information from a specific source, you can add your own data when building a copilot with the Azure AI Studio (preview). --------------------- Learning objectives
  • Identify the need to ground your language model with Retrieval Augmented Generation (RAG)
  • Index your data with Azure AI Search to make it searchable for language models
  • Build a copilot using RAG on your own data in the Azure AI Studio
--------------------- Chapters -------- 00:00 - Introduction 05:36 - Learning objectives 06:36 - What is a copilot? 11:48 - Copilot Development Lifecycle 14:49 - Building a copilot on your data 17:50 - Incorporating domain knowledge 21:26 - Retrieval Augmented Generation (RAG) 28:23 - Demo - Adding data and indexes in Azure AI Studio 38:52 - Q&A 43:25 - Prompt flow 50:02 - Demo - Using a RAG pattern in a prompt flow 1:07:11 - Knowledge check 1:15:13 - Summary --------------------- Presenters Graeme Malcolm Principal Content Dev Manager, Data & Ai Microsoft Carlotta Castelluccio Cloud advocate Microsoft Moderators Hamid Sadeghpour Saleh Cloud Solutions Architect, Microsoft MVP Avanade

Follow along using the transcript.

Microsoft Reactor

115K subscribers
Live chat replay is not available for this video.