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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

Sujitha
by Databricks Employee
  • 39865 Views
  • 23 replies
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Databricks Announces the Industry’s First Generative AI Engineer Learning Pathway and Certification

Today, we are announcing the industry's first Generative AI Engineer learning pathway and certification to help ensure that data and AI practitioners have the resources to be successful with generative AI. At Databricks, we recognize that generative ...

Screenshot 2024-01-24 at 11.32.01 PM.png
  • 39865 Views
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Latest Reply
ChiranjeeviKudu
New Contributor
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Thanks for sharing.

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aiohi
by Databricks Partner
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Access to Claude on Playground

I was wondering how we could enable the use of Claude Opus 4 in our Playground environment?Thank you!

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Latest Reply
Khaja_Zaffer
Esteemed Contributor
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Hello @aiohi Good day!!Databricks has recently integrated Anthropic's latest models, Claude Opus 4 into our platform as part of a partnership with Anthropic announced on March 26, 2025. Opus will be available in Databricks Mosaic AI as additional fir...

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atharvaghodekar
by Databricks Partner
  • 2897 Views
  • 5 replies
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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...

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szymon_dybczak
Esteemed Contributor III
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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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ajay-hinduja
by New Contributor
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Resolved! Ajay Hinduja (Switzerland) How can I schedule a notebook to run automatically?

Hi I am Ajay Hinduja, from Punjab, India, and currently residing in Geneva, Switzerland (Swiss). I am exploring ways to automate a Jupyter/Colab notebook to run on a schedule. I have looked into a few options like using cronjobs or Google Apps Script...

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szymon_dybczak
Esteemed Contributor III
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Hi @ajay-hinduja ,You can use Lakeflow Jobs to do that with task type - notebookLakeflow Jobs | Databricks on AWS

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BBland
by New Contributor
  • 1732 Views
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Missing Claude models

Hi,We are on premium workspace and until last week we had Claude models visable.  Now they seemed to have disappeared, do you know what could have caused the disappearance? 

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Khaja_Zaffer
Esteemed Contributor
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Also to add, make sure you check those models are retired? 

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akhter0786
by New Contributor
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Resolved! Gen AI Agents

Guidance Request: Gen AI Agentic Course for a Non-Technical ProfessionalDear Databricks Training & Support Team,My name is [Your Name], and I am writing to express my strong interest in your free Gen AI Agentic Course. I am very excited by the prospe...

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szymon_dybczak
Esteemed Contributor III
  • 2 kudos

To add to a @Khaja_Zaffer  great response, you can also take following course for free in databricks academy. They should provide clear and structured path to grasp fundamentals:- Databricks Generative AI Fundamentals Learning Plan - Databricks Learn...

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damselfly20
by New Contributor III
  • 1863 Views
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Inference table not working for Gemma 3 12b

Hi, I have a problem regarding the inference table for Gemma 3 12b. If I create a serving endpoint for the model (from system.ai.gemma-3-12b-it) with an inference table, the inference table is being created, but it always stays empty. No matter how m...

create_gemma_serving_endpoint.png
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Latest Reply
Yogesh_Verma_
Contributor II
  • 1 kudos

The endpoint is working since you’re receiving responses, but the inference table isn’t capturing any records. This points to a logging/compatibility issue rather than request handling. Please confirm inference logging is enabled, verify permissions,...

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Joy233
by New Contributor II
  • 1886 Views
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Resolved! Genie properties management, how to import/export?

Does anyone know how to import/export Genie space properties, such as instructions, trusted assets and column comments? Try to find an automated way to manage the genie space in dev/prod stage and ensure consistency among developers.I noticed when I ...

  • 1886 Views
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Latest Reply
Advika
Community Manager
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Hello @Joy233! Currently, there’s no built-in feature for importing or exporting Genie Spaces. For now, you’ll need to manually manage metadata until the team introduces this capability in future.

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joubin
by New Contributor
  • 1685 Views
  • 1 replies
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Resolved! Individual account + Databricks managed MCP servers

Hi,I have signed up for Databricks Free Edition and I'm trying to experiment with setting for Agentic AI dev which I'd like to introduce at work.When I run test Python script, I get the following:Databricks managed MCP servers are not enabled. Please...

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Advika
Community Manager
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Hello @joubin! This feature requires beta enrollment, which isn’t supported in Free Edition. To use it, you’d need to upgrade to a paid workspace.

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davidwilliam25
by New Contributor II
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Dario Schiraldi, Senior Executive at Deutsche Bank Introduction

Hello Community, Dario Schiraldi Deutsche Bank Executive, is renowned for his strategic insight and leadership in enhancing financial services. He significantly influences the firm’s global strategy and contributes to its success across international...

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WiliamRosa
Databricks Partner
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Hi @davidwilliam25, I suggest checking out https://community.databricks.com/t5/learning-paths/ct-p/databricks-learning-paths— there are some really interesting resources there that might help you.

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avinashk
by New Contributor III
  • 1507 Views
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NPM ERROR Deploying Databricks app

Hello everyone. I have developed a node.js application and trying to deploy it in databricks. But I am seeing the following error 2025-08-14 10:43:09SYSTEM npm error This is an error with npm itself. Please report this error at:2025-08-14 10:43:09SYS...

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Latest Reply
SP_6721
Honored Contributor II
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Hi @avinashk ,Try downgrading your Node.js version, as certain versions can cause this issue. Also, clearing the npm cache and reinstalling your dependencies may resolve this issue.

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momo0101
by New Contributor II
  • 1046 Views
  • 1 replies
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Azure Databricks Workspace Permission Issues

Hi Databricks support team,I'm using databricks-claude-sonnet-3.7 through Azure Databricks, and I got this error: Error: 403 {"error_code":"PERMISSION_DENIED","message":"PERMISSION_DENIED: Endpoint databricks-claude-sonnet-3.7 is not allowed to be us...

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Latest Reply
szymon_dybczak
Esteemed Contributor III
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Hi @momo0101 ,Unfortunately we can't help you enable it. This endpoint needs to be manually enabled by Databricks for your workspace. You have 2 options:- wait until Anthropic will resolve capacity issues and then this endpoint will be again availabl...

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jasoncarter789
by New Contributor III
  • 15398 Views
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Resolved! GenAI Databricks

I intend to use databricks  for GenAI an specialize in it, any suggestions?

  • 15398 Views
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WiliamRosa
Databricks Partner
  • 3 kudos

Use the official certification training at the link below: https://www.databricks.com/learn/certification/genai-engineer-associate

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avinashk
by New Contributor III
  • 2569 Views
  • 4 replies
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Resolved! Databricks Genie API - Get conversation message

Hello team, I am trying to call the data bricks genie APIs from a frontend with NodeJS. I was able to test most of the APIs and was successful in getting response from all. But since yesterday afternoon, the below API GET /api/2.0/genie/spaces/{space...

  • 2569 Views
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BS_THE_ANALYST
Databricks Partner
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@avinashk thanks for the update! Glad it's resolved.All the best,BS

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devipriya
by New Contributor III
  • 6468 Views
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Resolved! Model used by Genie

What’s the exact LLM powering Databricks Genie? If there’s more than one, which one mainly handles the responses?

  • 6468 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
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Hi @devipriya ,Genie uses Azure OpenAI. You can find more details at below documentation entry: https://docs.databricks.com/aws/en/databricks-ai/databricks-ai-trust#partner-powered-vs-databricks-powered-features

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vashistaT
by New Contributor II
  • 1932 Views
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mlflow Dependency Error with pydantic

Getting the following error while running the default base template for "Create Agent Notebook" under playground. /mlflow/types/agent.py", line 57, in check_content_and_tool_calls content = values.content AttributeError: 'pydantic_core._pydantic_core...

  • 1932 Views
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Latest Reply
DinoSaluzzi
New Contributor III
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Hi!, had the same problem. Mlflow 3.2 just came out today and solve this issue. 

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