RelationalAI Documentation

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

September 24, 2025

Version 2025.9.21-122e4d4 of the RAI Native App is out now!

September 19, 2025

Version 0.9.16 of the Python API adds the ability skip invalid rows during query or export with detailed warnings to improve data quality and troubleshooting.

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