RelationalAI Documentation

What's New

November 12, 2025

Version 2025.11.10-59f3cf6 of the RAI Native App adds a new Snowflake privilege for all installations and improves engine performance.

See full release notes

September 24, 2025

Version 0.9.18 of the Python API is now available with improved logging and observability for support and debugging purposes.

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