Bring your own data to Azure OpenAI Service Large Language Models
This video walks through the process of integrating private data into Microsoft Azure OpenAI Service using Retrieval Augmented Generation (RAG) techniques, including uploading PDF files and creating an OpenAI deployment. Viewers will learn how to set up a RAG index and test both sandbox and Python environments for generating AI queries that incorporate their own data.
Description
This post discusses how Microsoft Azure OpenAI service employed a Retrieval Augmented Generation (RAG) technique called Use Your Data to enable Generative AI queries to incorporate private data. A full walk-through solution is included in text and video.
This video is part of a blog post at: https://robkerr.ai/azure-openai-bring-your-own-data/
0:00 Introduction
0:36 Upload PDF Files
1:43 Create OpenAI Deployment
2:17 Create RAG Index
3:22 Sandbox Testing
4:35 Python Testing
6:08 Summary