What Happens When You Teach Your AI Agent to Plot?
AI Summary
The video introduces Codename Goose, an open-source AI agent designed to automate complex tasks by integrating with existing apps and tools through extensions. It highlights Goose’s compatibility with multiple large language models and its ability to run as both a desktop app and CLI tool. The main content features a live demo with a senior data scientist from Square, showing how Goose can enhance plotting capabilities beyond basic data platform functions like Snowflake. Demonstrations include line plots, stacked bar charts, box plots, histograms, and geo-visualizations using a custom MCP (Modular Client Plugin) built with Streamlit, Plotly, and Folium. The guest explains the workflow of querying data, dynamically updating plots, filtering data, and interacting with visualizations. The video also discusses community contributions to expand chart types, support more geo shapes, and add connectors for other database engines. It showcases Goose as a powerful tool for data scientists aiming to streamline data visualization and analytic tasks interactively and programmatically.