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Panels Analytics

Panels is the analytics platform for small teams — one tool for SQL transforms, Python notebooks, and interactive dashboards, backed by a built-in data lakehouse.
These docs are being rebuilt. The previous guides described an earlier version of the product and have been removed rather than left to mislead. The pages below are verified against the current code; more are on the way.

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Start here

Execution model

How Panels plans and runs your graph.

Notebooks

Cells, views, and how they bind to nodes.

DuckLake

The built-in lakehouse your data lands in.

MCP server

Drive Panels from an AI agent.