Overview of RAG Chat App using Azure AI Search with OpenAI in Python

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Table of Contents:

00:35 - Retrieval Augmented Generation (RAG)
01:18 - Code walkthrough
01:52 - Azure Architecture
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Can i replace the documents with my own documents ? Which part would need to be customized ?

ssgill
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i am revisiting this repo. Can i replace the GUI with a custom Copilot ( build using Copilot Studio ) ?

ssgill
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Thanks Pamela for sharing, just found out about this, I will give it a try.

luismatabrito
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Hey Pamela,

is there a way to have indexes in vector DB (Search AI) for several pdfs so that users can choose which document it should search that info in?

izzatullobaltabayev
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great video! any thoughts on how we can convert the web app to an API? we would like to integrate it with other system that would feed prompt to API instead of web app. or is there a way to feed prompt to search service directly?

vishalpatel
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@Pamela - What PDF viewer did you use for this repo? Thanks

francoisroux
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Hi Pamela, what if I need to enable the user to Chat only with the PDF that he uploads. After he uploads it, can I run the pipeline to index it into AISearch and only give him access to that particular document?

oddskid
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can I show the citaion on popup click for mobail view ?

AbhishekKumarYadav-fcgg
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