RelationalAI Documentation

Learn how to build intelligent apps with the RAI Native App for Snowflake.

August 13, 2025

New RAI Native App installations now use our faster storage format for improved performance! Apps installed prior to this release should migrate to the new format to take advantage of these improvements.

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August 10, 2025

Upgrade to version 0.9.3 of the Python API for bug fixes for the .full_reachable_from() graph method and error message improvements.

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Development Guides

Build intelligent data apps on Snowflake using the RAI Python API.

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Step-by-step tutorial Core concepts Basic functionality Debugging & troubleshooting View all

Management Guides

Configure and manage the RAI Native App and its resources.

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Configure user access Manage RAI engines Manage data streams Understand costs View all

API Reference

View reference material for the RAI Python API, the RAI CLI, and the RAI Native App's SQL API

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Python CLI SQL View all