Build an AI data exploration agent with Gemini

Build an artificial intelligence (AI) powered chat interface for your business system programming interfaces and let your colleagues ask questions about your business data. Doing analysis and reporting on your organization's data is essential for improving how you do business. Finding problems, discovering trends, and investigating results are all possible with the right data, but as a developer, helping your non-coding colleagues discover the right data can be challenging.

The SQL Talk project is an open source application that uses generative AI technology to answer questions about business data. The project uses the Gemini API and the Function Calling feature to transform business data questions into SQL queries and API calls, and then transform results back into plain language. You can use this project as a starting point for building a data agent for your own business, and help your colleagues get answers without you having to write a bunch of single-use code.

For a video overview of the project and how to extend it, including insights from the folks who build it, check out AI Data Agent | Build with Google AI. Otherwise, you can get started extending the project using the following instructions.

Leave a Comment