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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
  • 35532 Views
  • 22 replies
  • 47 kudos

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
  • 35532 Views
  • 22 replies
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Latest Reply
Darshan137
New Contributor II
  • 47 kudos

Dear Certifications TeamI have completed full Generative AI Engineering Pathway, so I received module wise knowledge badge but I didn't received the overall certificate which mentioned in description which is Generative AI Engineer with one Star. Req...

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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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Latest Reply
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
  • 1537 Views
  • 2 replies
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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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Latest Reply
Khaja_Zaffer
Esteemed Contributor
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Also to add, make sure you check those models are retired? 

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1 More Replies
akhter0786
by New Contributor
  • 26217 Views
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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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Latest Reply
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
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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
  • 1631 Views
  • 1 replies
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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 ...

  • 1631 Views
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Latest Reply
Advika
Community Manager
  • 3 kudos

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
  • 1484 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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Latest Reply
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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  • 1 replies
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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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Latest Reply
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
  • 1236 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...

  • 1236 Views
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Latest Reply
SP_6721
Honored Contributor II
  • 1 kudos

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
  • 912 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...

  • 912 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

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
  • 15207 Views
  • 1 replies
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Resolved! GenAI Databricks

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

  • 15207 Views
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Latest Reply
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
  • 2151 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...

  • 2151 Views
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Latest Reply
BS_THE_ANALYST
Databricks Partner
  • 5 kudos

@avinashk thanks for the update! Glad it's resolved.All the best,BS

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3 More Replies
devipriya
by New Contributor III
  • 4208 Views
  • 1 replies
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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?

  • 4208 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
  • 1574 Views
  • 2 replies
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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...

  • 1574 Views
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Latest Reply
DinoSaluzzi
New Contributor III
  • 3 kudos

Hi!, had the same problem. Mlflow 3.2 just came out today and solve this issue. 

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1 More Replies
king728
by New Contributor
  • 1926 Views
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Resolved! Claude 4 models are unusable

Litterally can't get a response from either model without getting TEMPORARILY_UNAVAILABLE error. Is there quota for these models can't find it anywhere in the docs. 

  • 1926 Views
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Latest Reply
Vinay_M_R
Databricks Employee
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Hello @king728 , Claude 4 models are currently encountering issues related to availability, specifically resulting in the TEMPORARILY_UNAVAILABLE error. This situation appears from capacity constraints and throttling rather than an explicit quota lim...

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raresaxpo
by New Contributor
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Displaying plots in custom AI Agents

I am trying to build an agent that uses custom functions running python code. However, I can't find a way to make the agent display plots or images. How can I tackle this?

  • 1656 Views
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Latest Reply
Khaja_Zaffer
Esteemed Contributor
  • 0 kudos

Hello @raresaxpo Good day!The content was asked from GPT to make a structured response but the whole process is not from GPT. Step-by-Step Guide: Building an AI Data Visualization AgentThis guide provides a detailed walkthrough to help you build a fu...

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