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The Python SDK is the typed HTTP client for the Middleware API and Artifacts API. The package is aiql, installed with pip. Developer reference lives at docs.aiql.io/sdks/python. It covers workspaces, ingestions, queries, sources, review requests, and the four pipeline tools: convert, split, shape, and extract. It also covers artifact resources such as canvases and dashboards. Authentication uses a dashboard API key. The key stays in the customer’s environment, not in this handbook. The matching client for TypeScript is the TypeScript SDK. Embeddable UI is the React SDK.