ai-data-science-team 0.0.0.9007

New Agent:

• Data Visualization Agent: Generates code for data visualizations
• New Example: Automate Data Visualization with AI Agents https://github.com/business-science/ai-data-science-team/blob/master/examples/data_visualization_agent.ipynb

Agent Enhancements:

• Add n_samples to allow users to control the number of data rows passed to LLM prompts.
• Add file_name to allow users to control the file name that the agent uses when logging functions.
• plotly_from_dict() helper utility to convert a dictionary to a plotly graph.

Fixes:

• Bypass steps - Adds all_datasets_summary_str to allow LLM to know the dataset summary if the recommendation step is bypassed.
• Improved get_database_metadata() for SQL engine.

Full Changelog: 0.0.0.9005...0.0.0.9007