Build your context repository
Create a context repository, generate an initial semantic model from your catalog, and refine definitions, joins, and synonyms until the model reflects how the business thinks.
Create a context repository, generate an initial semantic model from your catalog, and refine definitions, joins, and synonyms until the model reflects how the business thinks.
Bootstrap, test, and ship the business context every AI agent needs to produce accurate, trustworthy answers.
Understand what a context repository is, what it contains, how its lifecycle works, and how to scope one correctly.
Complete field-by-field reference for the Snowflake Cortex Analyst and Databricks Metric View YAML schemas used in Context Engineering Studio.
Build the question set that simulations use, using generated questions, Insights collections, or manual question and query pairs.
How Context Engineering Studio moves data between Atlan, your query engine, and Atlan AI during build, simulation, and deployment.
Engine-specific setup, authentication, and behavior for Context Engineering Studio on Databricks Genie.
Complete reference for the Snowflake Semantic View and Databricks Metric View DDL that Context Engineering Studio generates at deploy time.
Deploy a context repository to Databricks Genie: create Metric Views and a Genie Space, refine, certify, and ship to production.
Certify and deploy a context repository to Snowflake Cortex Analyst, then monitor live query traces in the Observe tab.
Enable Context Engineering Studio on your tenant, assign access, and grant permissions on the query engine you plan to deploy to.
Apply the Unity Catalog grants and workspace permissions that Context Engineering Studio needs before you can deploy to Databricks Genie.
Apply the Snowflake grants that Context Engineering Studio needs before you can deploy to Snowflake Cortex Analyst.
Use Chat & build and direct YAML editing to shape your semantic model until it reflects how your business thinks.
Run question sets on your semantic model to see where it answers well, where it misses, and what to fix next.
Reference for the diagnostic types and context-fix actions that appear when a simulation run fails in Context Engineering Studio.
Engine-specific setup, authentication, and behavior for Context Engineering Studio on Snowflake Cortex Analyst.
Troubleshooting guides for Context Engineering Studio, organized by query engine.
Resolve common Databricks errors in Context Engineering Studio, including OAuth, Genie Space, Unity Catalog, and deployment issues.
Resolve common Snowflake errors in Context Engineering Studio, including preflight checks, generation, evaluation, deployment, and chat issues.
Understand what Context Engineering Studio is, how it works, and the key concepts behind building and deploying context repositories.