RelationalAI Docs

Get Started

RelationalAI is a decision intelligence platform that helps you model, analyze, and optimize business decisions using your Snowflake data.

Start hereSet up RelationalAI and start buildingTemplatesStart from a complete example.

Build

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

Meet PyRelLearn how a semantic model works, step by step.

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

Deploy

Deploy your PyRel model to make its outputs available to others in Snowflake as views that applications and colleagues can query.

Deploy a modelDeploy a configured model and verify its outputs.

Interact

Query a semantic model with SQL or PyRel, or connect its deployed outputs to a Cortex agent and chat with it in Snowflake CoWork.

Query a model with SQLQuery a model with PyRelCreate a Snowflake agent with semantic views

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.

• November 6, 2026PyRel·2.0.1Redeploy to restore deleted Snowflake objects.
• November 4, 2026RAI Native App·2026.10.30-d68bfbcInternal indexes for deployed models are now automatically cleaned up.
• All release notes