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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
  • 37031 Views
  • 22 replies
  • 48 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
  • 37031 Views
  • 22 replies
  • 48 kudos
Latest Reply
Darshan137
New Contributor II
  • 48 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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magicianmanan
by New Contributor
  • 1032 Views
  • 1 replies
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Problem selecting data in Agents: Knowledge assistant

Hi Community, I am trying to add my unlabeled data such as txt, ppt, and pdf but none of them can be selected to usage. Please see a screenshot as I am trying to create a knowledge assistant agent, so I can feed it files and it can answer questions f...

Generative AI
agents
Gen AI agents
knowledge assistant
  • 1032 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed Contributor III
  • 0 kudos

Hi @magicianmanan ,In source parameter you need to provide path to the folder, not to specific file.So, for instance in my volume I have one single pdf:And in source parameter I'm providing path to directory that contains that PDF file (but not the p...

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Sujitha
by Databricks Employee
  • 8263 Views
  • 2 replies
  • 8 kudos

How to successfully build GenAI applications

The Big Book of Generative AI brings together best practices and know-how for building production-quality GenAI applications. You’ll find technical content and code samples that will help you do everything from deploying your first application to bui...

Screenshot 2024-04-23 at 8.10.12 AM.png
  • 8263 Views
  • 2 replies
  • 8 kudos
Latest Reply
ramnarayanan
New Contributor III
  • 8 kudos

To successfully Build AI Software  with GenAI, focus on RAG pipelines for context-rich apps, fine-tuning or training models for domain needs, and robust evaluation for reliability. Using architectural patterns like modular microservices ensures scala...

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DinoSaluzzi
by New Contributor III
  • 1940 Views
  • 1 replies
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Resolved! Authentication error when calling Databricks foundational model endpoint from pandas udf

Hi everyone! I’m running into an authentication error when trying to call a Databricks foundational model endpoint inside a pandas UDF. I’m using the ChatDatabricks wrapper to make completions, and this setup was working properly until last week (ima...

  • 1940 Views
  • 1 replies
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Latest Reply
sarahbhord
Databricks Employee
  • 2 kudos

Hey DinoSaluzzi - Thanks for reaching out! The error message you're seeing—ValueError: default auth: runtime: default auth: cannot configure default credentials—reflects a stricter enforcement in how authentication happens within Spark worker nodes r...

  • 2 kudos
amit_eha
by New Contributor
  • 1184 Views
  • 2 replies
  • 3 kudos

Resolved! Permission denied - Genie conversation feedback API

Hi all,I am trying to use the send_message_feedback Python SDK function to post a feedback for a genie message. However, getting this error:databricks.sdk.errors.platform.PermissionDenied: This API is not yet supported.Any ideas as to where the issue...

  • 1184 Views
  • 2 replies
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Latest Reply
nayan_wylde
Esteemed Contributor II
  • 3 kudos

@amit_eha Can you please share the code.

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1 More Replies
aiohi
by Databricks Partner
  • 1532 Views
  • 1 replies
  • 0 kudos

Access to Claude on Playground

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

  • 1532 Views
  • 1 replies
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Latest Reply
Khaja_Zaffer
Esteemed Contributor
  • 0 kudos

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
  • 2571 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...

  • 2571 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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4 More Replies
ajay-hinduja
by New Contributor
  • 970 Views
  • 1 replies
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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...

  • 970 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
  • 1611 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? 

  • 1611 Views
  • 2 replies
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Latest Reply
Khaja_Zaffer
Esteemed Contributor
  • 1 kudos

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

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1 More Replies
akhter0786
by New Contributor
  • 26389 Views
  • 2 replies
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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...

  • 26389 Views
  • 2 replies
  • 2 kudos
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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1 More Replies
damselfly20
by New Contributor III
  • 1150 Views
  • 1 replies
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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
  • 1150 Views
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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,...

  • 1 kudos
Joy233
by New Contributor II
  • 1743 Views
  • 1 replies
  • 3 kudos

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 ...

  • 1743 Views
  • 1 replies
  • 3 kudos
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
  • 1567 Views
  • 1 replies
  • 0 kudos

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...

  • 1567 Views
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Latest Reply
Advika
Community Manager
  • 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
  • 990 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...

  • 990 Views
  • 1 replies
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Latest Reply
WiliamRosa
Databricks Partner
  • 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
  • 1340 Views
  • 1 replies
  • 1 kudos

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...

  • 1340 Views
  • 1 replies
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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.

  • 1 kudos
momo0101
by New Contributor II
  • 950 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...

  • 950 Views
  • 1 replies
  • 1 kudos
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...

  • 1 kudos