Python Ast Based Static Code Analysis For Agent Definitions

via “code-execution-and-data-analysis-agent”

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

Unique: Enables agents to generate and execute Python code for data analysis, with support for pandas, numpy, and visualization libraries. The repository includes simple_data_analysis_agent examples showing how agents can analyze datasets, generate insights, and create visualizations through code execution.

vs others: Enables agents to perform complex data analysis through code generation and execution, whereas agents without code execution are limited to text-based analysis and cannot handle large datasets or complex calculations.