Copilot Studio RAG with Azure Open AI and Azure AI Search

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Here I demonstrate how to use an Azure AI search index inside a Copilot Studio chat bot for a more advanced RAG scenario.
Link to demo script for adding files to blob storage: github.com/djust270/AzureAI-D...
Official Microsoft doc: learn.microsoft.com/en-us/mic...
Azure OpenAI API Reference: learn.microsoft.com/en-us/azu...
Troubleshooting and Best Practices: learn.microsoft.com/en-us/azu...

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25 май 2024

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Комментарии : 11

@jeffmorton835 Месяц назад

Been searching for info on using Azure AI with Copilot studio - THANKS for uploading this vid - well explained and super helpful!!!

@pwshisfun Месяц назад

Great, Im glad you found it useful! I plan on making a video on using generative actions and plugins with copilot studio so stay tuned for that.

@davmettler Месяц назад

Great video! Question on the Citations provided with the responses. Do you know if it's possible to go directly to the 'point of reference' in the documents? One of the docs is over a hundred pages and I'm thinking about breaking down the document into smaller chucks if I can't go directly to the reference point. Any ideas or work-arounds?

@pwshisfun Месяц назад

That is a good point. I think your idea of breaking up the document is the best bet. Azure AI search does not consider page numbers or anything to indicate the place in the document, so the citations will just have the document name and link to that document.

@ctvs-lee 5 дней назад

LOL, do not have conversation boosting under topics when deploy from OpenAI Studio to Copilot Studio, any idea?

@pwshisfun 5 дней назад

You need to enable generative ai under settings / generative AI. Where it says "How should your copilot decide how to respond?" Select generative (preview). This will create the conversation boosting topic.

@ctvs-lee 4 дня назад

@@pwshisfun ok thanks! Now the OpenAI can works on copilot studio, but only in the "test your copilot", I am unable to publish, no error in topic checker, coming back to your channel, you actually successfully published to teams!!! you did any configuration on azure? such as grant access etc?

@pwshisfun 3 дня назад

@@ctvs-lee What happens when you try to publish? For teams, you need to publish the bot, then enable and configure the teams channel learn.microsoft.com/en-us/microsoft-copilot-studio/publication-fundamentals-publish-channels?tabs=teams

@shandorcoachman945 2 дня назад

Hey! I tried to set it up with no success. How did you set up model data in the connection properties of the Azure OpenAI connection? Under "General" settings deployment name is clear, for the API version I tried both 2024-05-01-preview and 2023-06-01-preview but still getting "No information was found". The solution will be in connection properties.

@pwshisfun День назад

I made a video reply to answer your question. Please see that here ru-vid.com/video/%D0%B2%D0%B8%D0%B4%D0%B5%D0%BE-vzLNfvC1K64.html If you have further questions, feel free to shoot me an email at david@davidjust.com

@shandorcoachman945 День назад

Man, you’re awesome. I wasn’t expecting such a quick answer, let alone in the format of an additional training video. I believe the issue in my case was with deploying from Azure OpenAI Studio to Copilot Studio Custom Environment, which is still in preview. I deleted the entire setup and first set up the Azure OpenAI connector from scratch in PowerApps. Then I added the Copilot configuration step by step, and it started to work. Many thanks for the explanation, I learned a lot!!