ai-data-science-team 0.0.0.9013

New App

• Exploratory Data Analysis Copilot: This application uses the EDAToolsAgent() to help the user create EDA Reports, Correlation Analysis, Missing Value Analysis, and general exploratory analysis. See App Here

Enhancements

• EDAToolsAgent(): New tool explain_data that returns a human-readable analysis of the data with statistical summary and various analysis that are common in exploratory data analysis.
• Tool Calling Agents now return state graphs with tool_calls captured as a list. This change helps the developer determine which tool was called last and how to handle the artifacts. This affectsEDAToolsAgent(), DataLoaderToolsAgent(), and MLflowToolsAgent().

Breaking Changes

• EDAToolsAgent():
  • The tool artifact dictionary keys have been updated. See Full Changelog below.
  • Sweetviz reports are not opened automatically unless the user specifies to do so.
  • Sweetviz reports are saved in a temporary directory.

Full Changelog: 0.0.0.9012...0.0.0.9013