Use GPT/ChatGPT to summarize and reference the results from an internal document search

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Posted on 8 Apr 2023 01:19:40 by HenryJammes

I've recently posted an article detailing how to call the Graph API to do a document search in Power Virtual Agents, that returns a list of matching documents from a SharePoint site, with links.

Here, we go one step further and show how to summarize internal content with a ChatGPT or GPT-4 OpenAI or Azure OpenAI Service model. GPT models are able to summarize and give a more user-friendly response to the user.

This is the end-result (using the PVA chatbot component in Power Apps, now in preview):

Categories:

Flow Integration

Power Automate Flows

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Community Power Pla... on 11 Jan 2024 at 17:00:57

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Hello, can pva directly access to the content pdf in sharepoint without changing it to text? i would like to do something similar with document in blob storage, is it possible ? thanks for your help.
fauzasemw 2 on 29 Apr 2023 at 10:09:27

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Using Intellectual Capital on the management of university: Through effectiveness, efficiency and transparency performance Applications.
angerfire1213 90 on 26 Apr 2023 at 14:50:12

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

@HenryJammes dear Henry,could we use azure openai gpt and some service to recognize user-input images and prompts and provide feedback?
angerfire1213 90 on 21 Apr 2023 at 10:39:35

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

@HenryJammes Wow！ Got it! Thank you Henry!
HenryJammes on 21 Apr 2023 at 09:03:32

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Hi @angerfire1213, there is now a setting in the Power Platform admin center that allows you to publish bots with Conversation Boosters enabled: Boost conversations (preview) - Power Virtual Agents | Microsoft Learn
angerfire1213 90 on 21 Apr 2023 at 00:39:06

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Thank you @HenryJammes , I have try this 2 weeks ago , but not prod version now and can not publish now
HenryJammes on 20 Apr 2023 at 13:07:43

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Hi @angerfire1213,
Are you looking to reproduce what Conversation Boosters does (in preview)?
Boost conversations (preview) - Power Virtual Agents | Microsoft Learn
It's working with public websites today, and internal sources (e.g. SharePoint) in private
Henry
angerfire1213 90 on 20 Apr 2023 at 00:39:23

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

@HenryJammes cloud we use the search api and chatgpt to search internet reference like learn.microsoft.com and send back message to end user?
Arafat 189 on 19 Apr 2023 at 01:26:26

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

That's so nice @angerfire1213 👋
angerfire1213 90 on 19 Apr 2023 at 01:12:09

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Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

Let's rock! I already implement on my prod version PVA.