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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

snarayan
by New Contributor II
  • 276 Views
  • 3 replies
  • 4 kudos

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...

  • 276 Views
  • 3 replies
  • 4 kudos
Latest Reply
Hubert-Dudek
Databricks MVP
  • 4 kudos

@snarayan great feedback what should be improved!

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2 More Replies
Nadav
by New Contributor II
  • 379 Views
  • 3 replies
  • 5 kudos

Resolved! Information Extraction Agent - Update Agent failed

Hi everyone,I’m running into a persistent issue when trying to save an Information Extraction Agent in Databricks.Every time I click Save and update, I get: Update Agent failed. Failed to save AgentThis happens regardless of what I change — schema, g...

  • 379 Views
  • 3 replies
  • 5 kudos
Latest Reply
tarunnagar
Contributor
  • 5 kudos

It sounds like the update for your Information Extraction Agent didn’t go through successfully. A few things you could try:Check logs – Look for any error messages during the update process; they often give clues about what went wrong.Verify dependen...

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Tinjar
by New Contributor II
  • 675 Views
  • 3 replies
  • 0 kudos

Resolved! Testing out Agentic Capabilities

So I am creating a POV on Databricks' agentic capabilities and wanted to showcase its abilities through a simple change pipeline.A user asks for changes in a specific table in a schema -> based on metadata info from our lake table info is received ->...

  • 675 Views
  • 3 replies
  • 0 kudos
Latest Reply
CharlotteMarti2
New Contributor III
  • 0 kudos

Yes, it’s viable — Databricks’ in-house agents can handle that workflow if you define each stage as callable Python tools. The key is robust function design and proper metadata access. However, you might find integrating Unity Catalog and Git integra...

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GiriSreerangam
by New Contributor III
  • 795 Views
  • 4 replies
  • 2 kudos

AI Agents - calling custom code and databricks jobs

Hi EveryoneI am building AI Agents; my requirement is to call custom tool logic (which was not possible using a unity catalog function) and databricks jobs. I could not find much of documentation on these scenarios. If someone could share any referen...

  • 795 Views
  • 4 replies
  • 2 kudos
Latest Reply
jamesl
Databricks Employee
  • 2 kudos

Hi @GiriSreerangam , can you share what you are trying to do with the custom tool? You might be able to implement with a custom MCP server. Here are some other resources that may help:  https://github.com/JustTryAI/databricks-mcp-serverhttps://github...

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atharvaghodekar
by New Contributor III
  • 1212 Views
  • 5 replies
  • 5 kudos

Resolved! Databricks Free Edition - AI Agent Export Limitation

Hi, I am following the Databricks AI Agent guide to create a custom agent using my functions. However, in the Free Edition, I do not see the option to export the agent from the Playground. Is this feature unavailable in Free Edition, or is there a wo...

  • 1212 Views
  • 5 replies
  • 5 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 5 kudos

Ok @atharvaghodekar , so there's no export button (neither on premium workspace as @WiliamRosa stated above).I think they refactor UI and now the same functionality is under Tools -> Create agent notebook.  So, in tutorial export button is reposonsib...

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irfanghat
by New Contributor II
  • 2486 Views
  • 4 replies
  • 3 kudos

LangChain Compatibility in Databricks – Painfully Inconsistent Experience

Hey all,Is anyone else experiencing major friction when using LangChain within Databricks?Even after carefully pinning versions like:%pip install \ loguru \ mlflow==2.10.1 \ langchain==0.1.5 \ langchain-google-vertexai \ databricks-vectorse...

  • 2486 Views
  • 4 replies
  • 3 kudos
Latest Reply
irfanghat
New Contributor II
  • 3 kudos

I'll definitely look into installing libraries at the cluster level via init scripts makes a lot of sense for stability and reproducibility. I hadn't considered that approach, so I really appreciate you highlighting that and providing the relevant Da...

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