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Generative AI
Explore discussions on generative artificial intelligence techniques and applications within the Databricks Community. Share ideas, challenges, and breakthroughs in this cutting-edge field.
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Forum Posts

Chalapathi-Rao
by • Databricks MVP
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Seven checks before a Unity Gateway rollout

Dear Community Members,I’ve put together a practical guide to Databricks Unity Gateway, focusing on model access, MCP permissions, policy handling, and cost attribution.Here are seven checks I recommend before expanding a rollout:Verify that the inte...

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DoTA
Honored Contributor
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Good list. On the denials question, I couldn't find anywhere in the docs that says how a policy block shows up in the usage table compared with an upstream failure, so I'd test it before trusting any alert. Send one request from an identity that's bl...

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snarayan
by • New Contributor III
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Multi‑Agent Supervisor: url_citation (source links) not shown in Playground — why and how to enable?

I’m seeing a difference in citation behavior between a single Knowledge Assistant (KA) agent and the Multi‑Agent Supervisor setup.What I testedIn Agent Bricks → Knowledge Assistant, I created an agent that returns citations with links (e.g., url_cita...

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Hubert-Dudek
Databricks MVP
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@snarayan great feedback what should be improved!

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Karthik_Karanm
by • New Contributor III
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Permission Denied for Genie Auto-Generated Service Principal on SQL Endpoint in Playground

Hi community,Use Genie in multi-agent systems | Databricks DocumentationI’ve developed a multi-agent Genie in Databricks and integrated it with vector indexes. The setup works fine during model logging and prediction. The system successfully register...

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dkushari
Databricks Employee
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Hi @Karthik_Karanm - Can you ensure to add the Genie in the resources as mentioned in the TODO of the cell. To enable automatic authentication, specify the dependent Databricks resources when calling mlflow.pyfunc.log_model(). TODO: If your Unity Ca...

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