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Explore datasets using only natural language using TalkToTaipy!

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Understanding the Application

This application allows users to enter a prompt to manipulate or visualize data such as "Plot sales by product line in a pie chart" and the app will generate the appropriate visualization.

This works by calling a quantized version of HuggingFace's StarCoder code generation LLM model hosted on Azure. The user prompt entered on the Taipy app gets sent to the model, which uses few-shot learning to generate pandas code to manipulate the data and Taipy code to create the visualization.

An example use of TTT

What are the 5 most profitable cities?