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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
  • 27808 Views
  • 18 replies
  • 31 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
  • 27808 Views
  • 18 replies
  • 31 kudos
Latest Reply
AIChief
New Contributor II
  • 31 kudos

thanks for sharing

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frankc
by New Contributor II
  • 381 Views
  • 3 replies
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OpenAi gpt-oss support for responses API?

I was looking forward to using there openAI responses API when the new gpt-oss models were added to Databricks.The openAI website states these model are compatible with the responses API.However, it does not seem to support it on Databricks. See erro...

  • 381 Views
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Latest Reply
powerofzero
New Contributor
  • 3 kudos

Hi Frank, I too have been waiting for responses API to become available, but with Azure. I'm sorta suprised more people haven't been asking for it. In one of their first blogs about it in early August, Azure said they would be making responses API av...

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HemantvIkani32
by New Contributor
  • 424 Views
  • 1 replies
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LLAMA3.1 logging using mlflow

Hi team, I am facing issue after registering the meta llama 3.1 8b instruct model, while serving i get the response like{error code: BAD REQUEST, "message": "Time out while evaluating the model. Verify that the model evaluate within the timeframe."Gi...

  • 424 Views
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Latest Reply
ilir_nuredini
Honored Contributor
  • 0 kudos

Hi @HemantvIkani32 ,Comparing your result and looking into this documentation: https://learn.microsoft.com/en-us/azure/databricks/machine-learning/model-serving/model-serving-timeouts,the error message indicates that requests took longer than the def...

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ajay-hinduja
by New Contributor
  • 77 Views
  • 1 replies
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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...

  • 77 Views
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

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
  • 75 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? 

  • 75 Views
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Latest Reply
Khaja_Zaffer
Contributor
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Also to add, make sure you check those models are retired? 

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akhter0786
by New Contributor
  • 1791 Views
  • 2 replies
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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...

  • 1791 Views
  • 2 replies
  • 1 kudos
Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 1 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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DinoSaluzzi
by New Contributor III
  • 393 Views
  • 2 replies
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How to implement prompt caching using Claude models?

Hi, I am trying to use prompt caching future using claude "databricks-claude-sonnet-4" databricks endpoint (wrapped in a ChatDatabricks instance). Using langchain, I set  SystemMessage( content=[ { ...

Generative AI
ChatDatabricks
Prompt caching
  • 393 Views
  • 2 replies
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Latest Reply
WiliamRosa
New Contributor II
  • 2 kudos

Hi @DinoSaluzzi,Anthropic’s prompt caching is not supported via Databricks endpoints → the 400 error is expected:To use real prompt caching → call Anthropic’s API directly.To stay within Databricks → adopt alternatives such as pseudo-cache, RAG, or c...

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damselfly20
by New Contributor III
  • 116 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_378691
Contributor
  • 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
  • 332 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 ...

  • 332 Views
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Latest Reply
Advika
Databricks Employee
  • 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
  • 341 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...

  • 341 Views
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Latest Reply
Advika
Databricks Employee
  • 0 kudos

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
  • 183 Views
  • 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...

  • 183 Views
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Latest Reply
WiliamRosa
New Contributor II
  • 0 kudos

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
  • 157 Views
  • 1 replies
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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...

  • 157 Views
  • 1 replies
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Latest Reply
SP_6721
Contributor III
  • 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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qlmahga2
by New Contributor III
  • 282 Views
  • 1 replies
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Finally fix Claude Opus

It's been almost 3 months since the announcement of First-party Anthropic Claude Opus 4 on Databricks Mosaic AI Model Serving, but the model is still unavailable.It's listed in the pricing and documentation, but on the Serving endpoints page, it's be...

  • 282 Views
  • 1 replies
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Latest Reply
WiliamRosa
New Contributor II
  • 0 kudos

Hi @qlmahga2 I noticed the same issue. I’m looking into it, and if I manage to find a solution, I’ll let you know.  

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momo0101
by New Contributor II
  • 203 Views
  • 1 replies
  • 1 kudos

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...

  • 203 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 II
  • 6712 Views
  • 1 replies
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Resolved! GenAI Databricks

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

  • 6712 Views
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  • 3 kudos
Latest Reply
WiliamRosa
New Contributor II
  • 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
  • 420 Views
  • 4 replies
  • 5 kudos

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...

  • 420 Views
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  • 5 kudos
Latest Reply
BS_THE_ANALYST
Esteemed Contributor
  • 5 kudos

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

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