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Explore technical articles, practical guides, best practices, and real-world use cases to help you get the most out of Databricks Genie. Learn from the Databricks team, MVPs, and community experts.
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Building Deterministic Databricks Genie Agents

mehulbhuva
New Contributor II

AI can convert business questions into SQL, but it cannot reliably infer your business logic. Learn how to design a Databricks Genie Agent that delivers accurate, deterministic answers instead of making assumptions.

Drawing from 22+ years of enterprise IT/Data experience, I’ve put together a 4-layer blueprint to build reliable, production-grade Databricks Genie Agents (formerly called Genie Spaces):

• 📊 Data: Pre-joined Unity Catalog views to eliminate guessing.
• 📝 Instructions: Explicitly documented tribal knowledge.
• 🔢 SQL Expressions: Locked-down, certified metrics.
• ⚙️ Example Queries: Seeded Q&A pairs for complex logic.

Stop answering the same ad-hoc questions. Shift your role from query writer to knowledge architect.

👉 Read the full guide here: https://www.sqlservercentral.com/articles/databricks-genie-spaces-for-sql-analysts-natural-language-...

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