Integrating ChatGPT into Power BI
Jahnavi Thekkada
LinkedIn Top Leadership Voice | Passionate About Leveraging AI for Business Growth | Toastmasters’s certified Leader
ChatGPT is a powerful language model that can be integrated into various applications and platforms, including Power BI. Power BI is a data visualization and business intelligence tool that enables users to connect, analyze, and visualize data from various sources. By integrating ChatGPT into Power BI, users can leverage the model's natural language processing capabilities to interact with their data in a more intuitive and conversational manner. We at Lucida Technologies have successfully integrated this .Thanks to the team Tanu Priya Singh Harish B Lavanya S V
To integrate ChatGPT into Power BI, you would need to follow a few steps:
Setting up an API endpoint: ChatGPT is available as an API that can be accessed via HTTP requests. You can create an API endpoint using a serverless computing service like Azure Functions, AWS Lambda, or Google Cloud Functions.
Configuring the API endpoint: Once you have set up the API endpoint, you would need to configure it to accept incoming requests from Power BI. You can do this by setting up an API gateway and defining the necessary routes and methods.
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Creating a Power BI report: Once the API endpoint is set up, you can create a Power BI report that connects to the API and retrieves data. You can use the Power BI Desktop application to create a report and add a custom visual that interacts with the ChatGPT API.
Defining conversational queries: To enable conversational queries, you would need to define a set of intents and entities that ChatGPT can recognize. You can use a natural language understanding (NLU) service like Microsoft LUIS or Google Dialogflow to define these conversational queries.
Interacting with data using ChatGPT: Once the conversational queries are defined, users can interact with their data using natural language queries. For example, a user can ask "What were the sales figures for last quarter?" and ChatGPT would retrieve and display the relevant data in the Power BI report.
Overall, integrating ChatGPT into Power BI can provide users with a more intuitive and conversational way of interacting with their data. With the help of natural language processing capabilities, users can quickly and easily ask questions and get insights from their data, without needing to have any prior knowledge of data analysis or querying.
IIT INDORE | Data Analyst | Power BI Specialist | Python Developer ?? | SQL |
1 年Can chatgpt read and understand from the visuals too ? made on power bi dashboard?
Reporting & Insight Analyst / John Holland / Information Technology
1 年Hi, I've been trying to integrate this for a while now, and have watched some content on it as well, however, power bi doesn't seem to give the access of my data to chatgpt, do you have a source you learned from that actually works? If yes please do share!
Software Developer at Credit Arigcole CIB
1 年Hi Jahnavi , I am really interest in doing this for my current project. Could we discuss about it ?
Experienced Servant / Leader in Consulting | F2 Strategy, Capco, NTT Data, Bank of America, Accenture Alum
1 年This is amazing.. I am already thinking about how to put this to use on what currently we have ongoing... Let's talk more about this..