▲ 5 r/snowflake
We built a Snowflake Intelligence agent end-to-end
Snowflake Intelligence is a natural-language chat layer over the warehouse. Three components under the hood:
- Cortex Analyst: text-to-SQL via semantic views
- Cortex Search: managed RAG for unstructured data
- Cortex Agents: orchestration between the two
Full video and demo code below!
Jelle De Vleminck shows us:
- How to set up an agent from scratch on an existing dataset
- A semantic view over real tables with join hints, example queries, verified queries
- Which foundations you need as an organization
- Why the demo is easy, but rolling this out at scale is still hard
Also in the video: where it doesn't replace dashboards (known/recurring questions), and rough cost.
📺 Full video: https://youtu.be/Gp-BntPgpcU
👨💻 Demo code: https://github.com/datamindedbe/demo-technology-exploration/tree/main/demos/snowflake_intelligence
Happy to answer Qs!
u/jonnyfromdataminded — 2 days ago