RelationalAI Documentation

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

October 15, 2025

Version 2025.10.13-15ba658 of the RAI Native App is out now!

October 6, 2025

Version 0.9.17 of the Python API is now available with enhanced engine provisioning errors and improved Snowflake JWT authentication for better security and reliability.

See full release notes

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