PandasAI 3.0 is currently in beta. This documentation reflects the latest features and functionality, which may evolve before the final release.
What’s the Semantic Layer?
The semantic layer allows you to turn raw data into dataframes you can ask questions to as conversational AI dashboards. It serves several important purposes:- Data configuration: Define how your data should be loaded and processed
- Semantic information: Add context and meaning to your data columns
- Data transformation: Specify how data should be cleaned and transformed