run_analytics
Analyze CSV or JSON data by describing your intent to generate charts, perform regressions, or execute clustering analysis with automated pipeline selection.
Instructions
High-level tool: describe what you want (e.g. "show distribution of sales",
"predict price from square_feet", "cluster into 4 groups") and provide the data
(CSV/JSON string or URL). The server picks the right pipeline and returns
either a chart (chart_base64, chart_type) or ML metrics and model summary.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| intent | Yes | ||
| data_source | Yes | ||
| format | No | csv | |
| session_id | No | default | |
| drop_na | No | ||
| normalize | No | ||
| column | No | ||
| x_column | No | ||
| y_column | No | ||
| target_column | No | ||
| test_ratio | No | ||
| n_clusters | No |