Integrate OpenAI Models (like ChatGPT) Into Your Power BI Dashboards Using Power Automate

  Рет қаралды 9,190

Jason Davidson

Jason Davidson

Күн бұрын

Harness the Power of OpenAI for Power BI: This video offers a straightforward approach to integrating OpenAI models, such as the one behind ChatGP, with Power BI reports via Power Automate.
We'll focus on a specific use case: utilizing OpenAI's GPT-3.5-Turbo for carrying out quality control of work order data. However, this method is versatile enough for any data set.
Inside, you'll discover:
👉 How to set up the data model for our use case.
👉 Steps to obtain an OpenAI API key.
👉 A comprehensive guide on setting up Power Automate Flow to connect with OpenAI to process the work order data.
👉 How to smoothly integrate the results from the language model into your Power BI dashboard.
Join us to see the potential of this type of integration - this video provides a solid introduction.
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⏩ Video Navigation
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00:00 - Overview of Case Study
01:27 - Data Model Setup
07:04 - Add the Power Automate visual
08:00 - Setting Up the HTTP API Call to the OpenAI Model
12:30 - Add Step to Store the Model Response
14:00 - Tesitng the Integration to the OpenAI Model
15:56 - Create the prompt for reviewing the quality of the data
17:50 - Integrating the PowerBI report Data Into the Flow
20:00 - Writing the Model Response to the SharePoint List
22:00 - Triggering the Power Automate Flow from Power BI
23:30 - Reviewing the Model Output In Power BI
25:36 - Final Overview of the End-to-End Process
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🎥 Related Videos - Other Video Wheere I Use ChatGPT
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Pt2 - Enhancing Data Quality with OpenAI in Power BI: Part 2 - Avoiding Redundant Processing
• Video
Pt3 - Calling OpenAI (ChatGPT) from Power BI: Pt 3 - Prompt Engineering & Effectiveness Testing
• OpenAI (ChatGPT) in Po...
Using ChatGPT to Fast-Track Creation of Power BI Sparkline SVG Charts In the NEW CARD VISUAL
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QT#84 - 3 Ways ChatGPT Can Be Your Power BI Report Development Buddy
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🎓 Power BI Dashboard Training
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👉FREE Power BI Quick Start Course - Learn how to create your first dashboard in around 90 minutes!
effectivedashboards.com/power...
👉 Power BI Quick Start PLUS - Learn how to craft KPI management dashboards that help you, your boss, and your peers make better decisions!
effectivedashboards.com/power...
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📁 Resources
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👉Access to the source PBIX files for this KZbin video:
effectivedashboards.com/cours...
👉Article series on creating a maintenance management system data model and how to address the human factors of data collection for improved data quality. (This is not just relevant to maintenance and reliability data).
effectivedashboards.com/data-...

Пікірлер: 8
@nishantkumar9570
@nishantkumar9570 9 ай бұрын
Awesome Jason, Looking forward for the next part. Thanks so much.
@jasondavidsondata
@jasondavidsondata 9 ай бұрын
Thanks for the comment 👍. Glad you liked the first one.
@nishantkumar9570
@nishantkumar9570 9 ай бұрын
@@jasondavidsondata Indeed, It was really helpful and opens up whole lot of possibility of using Power BI in combination of other microsoft and AI tools.
@jmbarcelo92
@jmbarcelo92 8 ай бұрын
Amazing!
@ChatPowerBI
@ChatPowerBI 6 ай бұрын
Interesting use case, I wonder if just with Power Automate it would be possible to create a chat dynamic.
@email2niranjan
@email2niranjan 7 ай бұрын
Thanks for the great video and the 3 part series. Is there a way to directly display the output of parse json step in the report? (instead of storing it in an intermediate place such as sharepoint or a database!) I understood the traditional model refresh approach. I am wondering if power automate somehow allows you updating the power bi's dataset (/sql database) directly? Or am I hoping for magic
@jmbarcelo92
@jmbarcelo92 6 ай бұрын
For me this error appeared when I added the Power BI data, can it help me understand? The execution of template action 'Aplicar_a_cada_2' failed: the result of the evaluation of 'foreach' expression '@triggerBody()?['entity']?['Power BI values']' is of type 'Null'. The result must be a valid array.
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