RelationalAI Docs

Get Started

RelationalAI requires a one-time setup in your Snowflake account. After that, developers can start using PyRel, RelationalAI’s Python API.

1. Set up Snowflake
2. Start building with PyRel

Build

PyRel lets you build a semantic model of your business and use it in decision pipelines with graph analytics, prescriptive optimization, and predictive analysis.

GuidesLearn PyRel step by step.TemplatesStart from a complete example.

Build with your favorite agent

Paste one prompt into your coding agent to install RAI's modeling and reasoning skills.

Copy setup promptExplore agent skills

Manage

PyRel sends queries to the RelationalAI Native App to run against data within your Snowflake perimeter. Administrators can manage app access and monitor usage.

Admin guidesSet up and operate the RelationalAI app.

API Reference

Look up what you need in the RelationalAI API reference docs.

PyRel APIRAI CLINative App SQL API

What's New

Check out the newest features, fixes, and improvements.

• August 5, 2026PyRel·1.26.1Improves rai models CLI commands and fixes several bugs.
• August 3, 2026RAI Native App·2026.8.3-49c7820Adds PAT authentication support for prescriptive reasoners and fixes several data stream issues.
• All release notes