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Embed powerful, interactive analytics directly into your web applications using the Publisher SDK. Transform your semantic models into rich data experiences while maintaining governance and consistency across all your applications.

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Overview

The Publisher SDK is a React component library that lets you embed interactive data visualizations and analytics powered by your Malloy semantic models. Build rich data applications without rebuilding your query engine. To get started:
  • Publisher SDK README - Installation and component documentation
  • Example data app - A sample application using the SDK
  • The Publisher app itself serves as a reference design for building data applications

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Authentication

Embedded applications support JWT-based authentication. Your service calls the Credible API to fetch a JWT, which the user passes when querying. JWTs can also encode user attributes for fine-grained access control—enabling row-level filtering based on the authenticated user. There are many auth and identity variations, so we layer features as needed for each use case. If you’re interested in embedded analytics with authentication, please contact us to discuss your requirements.

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API Reference

If you prefer to build on top of the REST APIs directly without the SDK:

Admin API

Manage projects, packages, and connections

Data API

Query semantic models programmatically