
CommAI
CommAI is an applied AI data analysis tool that enables users to explore CSV and Excel datasets through natural language. Built with a multi-agent architecture, the system uses a Planner Agent to interpret user intent and generate execution strategies, and an Executor Agent to dynamically run pandas-based data transformations and produce visualizations. The application supports multi-turn conversations, automated prompt suggestions, and interactive Plotly charts, making data exploration accessible without writing code.
Tech Stack
PythonStreamlitGoogle Gemini APIPandasPlotlyGeopy
Skills Utilized
Applied Machine LearningMulti-Agent System DesignData VisualizationPrompt Engineering
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