TalkToTaipy
Explore datasets using only natural language using TalkToTaipy!
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.
