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

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Posted on 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):

 

HenryJammes_0-1680916698563.png

 

Categories:
Power Automate Flows
Flow Integration
  • Community Power Platform Member Profile Picture
    Community Power Pla... on at
    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 Profile Picture
    fauzasemw 2 on at
    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 Profile Picture
    angerfire1213 90 on at
    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 Profile Picture
    angerfire1213 90 on at
    Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

    @HenryJammes  Wow！ Got it! Thank you Henry!  

  • HenryJammes Profile Picture
    HenryJammes on at
    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 Profile Picture
    angerfire1213 90 on at
    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

    Screenshot 2023-04-21 at 8.37.35 AM.png

  • HenryJammes Profile Picture
    HenryJammes on at
    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 Profile Picture
    angerfire1213 90 on at
    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 Profile Picture
    Arafat 99 on at
    Re: Use GPT/ChatGPT to summarize and reference the results from an internal document search

    That's so nice @angerfire1213 👋

     

  • angerfire1213 Profile Picture
    angerfire1213 90 on at
    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.

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