Charts Not Chapters revolutionizes how users interact with their data by providing a seamless experience in generating visually appealing charts and graphs. Utilizing advanced AI algorithms, it allows users to input raw data and receive instantly rendered charts tailored to their preferences. The platform supports numerous chart types and customizable options, making it suitable for anyone needing clear and impactful visual data representations, whether for business reports or academic projects.

The AI Data Viz Agent leverages large language models to interpret freeform textual instructions, and then orchestrates data processing and plotting libraries to generate code and render visualizations. Users can load datasets in CSV or JSON formats or pass pandas DataFrames directly. Once a dataset is provided, the agent can filter, group, and aggregate data based on prompts like “Show average sales by quarter for top products.” It supports multiple chart types including bar, line, scatter, pie, histogram, and heatmap, with customizable colors, labels, and annotations. The agent runs as a Python package, with optional CLI and API interfaces, enabling integration into notebooks, web services, or automated reporting pipelines.