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Power Apps Integration with Personalized ChatGPT: Boost Your Data Efficiency
Power Apps
Jun 13, 2023 10:00 AM

Power Apps Integration with Personalized ChatGPT: Boost Your Data Efficiency

by HubSite 365 about Microsoft

Software Development Redmond, Washington

Citizen DeveloperAll about AIPower AppsLearning Selection

Learn to enhance factual information with ChatGPT, vectorize data, and utilize OpenAI Embeddings in a 13-minute demo by Microsoft expert Robin Rosengrün.

Acquire superior factual information using CharGPT, fortified by curated data from an internal data source. Robin Rosengrün, in this highly detailed 13-minute citizen developer-oriented demonstration, offers insights into constructing such a data source.

The demonstration delves into vectorizing data by invoking the OpenAI Embeddings endpoint. It further showcases how you can leverage ChatGPT by using a connector to bridge the gap between your data source and the AI model. The process does not end with just querying the model, but it also involves supplementing the query with contextual information drawn from your data source.
CharGPT's capabilities transcend conventional search outputs, providing lucid recommendations. The crux of this advanced function lies in mathematical principles, which might appear intimidating to non-specialists. However, Robin Rosengrün's demonstration simplifies the understanding of these underlying principles, illuminating the math that functions behind the scenes.

This demonstration is part of the Plug and Play (PnP) Community series, extracted from a Microsoft Power Platform community call conducted on May 17, 2023.

ChatGPT is a powerful tool for providing better factual information through the injection of curated information from an internal data source. This 13-minute demo by Robin Rosengrün shows viewers how to create that data source, vectorize data by calling OpenAI Embeddings endpoint, and call ChatGPT (via a connector) to add context to the query. It also goes beyond standard search results with clear recommendations. After watching this demo, viewers will understand the math behind the scenes. The demo is taken from the Microsoft Power Platform community call on May 17, 2023. It is supported by the Connector - OpenAI (Independent Publisher) (Preview) and Connector - Azure OpenAI Service.

This demo is a great way to learn about ChatGPT, its features and capabilities, and how it can be used to provide better factual information. It is important to understand the math behind the scenes in order to use ChatGPT effectively. Additionally, viewers should become familiar with the Connector - OpenAI (Independent Publisher) (Preview) and Connector - Azure OpenAI Service to ensure that the data source is properly configured and used.

Overall, ChatGPT is a powerful tool for providing better factual information. By viewing this demo, viewers will have a better understanding of ChatGPT, its features and capabilities, and how it can be used to provide better factual information. It is important to understand the math behind the scenes and become familiar with the Connector - OpenAI (Independent Publisher) (Preview) and Connector - Azure OpenAI Service for optimal results.

https://learn.microsoft.com/en-us/connectors/openaiip/

https://github.com/microsoft/PowerPlatformConnectors/tree/dev/custom-connectors/AzureOpenAIService

https://platform.openai.com/docs/guides/embeddings

https://www.pinecone.io/

 

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Keywords

OpenAI, Power Apps, Factual Information, Vectorize Data, OpenAI Embeddings, Azure OpenAI Service