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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
  • 30815 Views
  • 19 replies
  • 34 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
  • 30815 Views
  • 19 replies
  • 34 kudos
Latest Reply
Poorva21
New Contributor II
  • 34 kudos

This is an exciting step forward from Databricks! Looking forward to diving into the curriculum and exploring what's next in the world of data + AI! Thanks for sharing @Sujitha 

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alxsbn
by Contributor
  • 1607 Views
  • 1 replies
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Resolved! Databricks Managed MCP server x Claude Code

Hi everyone,I'm looking to connect the managed MCP server to Claude code on Linux and struggle to have something working. The MCP are activated on my workspace (not sure it's linked to what I want to do) and I just want to add the UC endpoint to Clau...

  • 1607 Views
  • 1 replies
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Latest Reply
jamesl
Databricks Employee
  • 1 kudos

Hi @alxsbn , did you get this resolved? Targets that are a remote HTTP endpoint need `--transport http`. For example... claude mcp add --transport http databricks-server https://xx-yyy-zzz.cloud.databricks.com/api/2.0/mcp/gold/core (see: https://docs...

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sathyavikasini
by New Contributor
  • 805 Views
  • 1 replies
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Error while creating Agents with Agentbricks UI

While creating a Knowledge Assistant in Databricks, I encountered an issue where the endpoint update failed with the following message:"Failed to deploy: served entity creation aborted because the endpoint update timed out. Please see service logs fo...

sathyavikasini_0-1754497230496.png sathyavikasini_3-1754497718786.png sathyavikasini_4-1754497745047.png
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Latest Reply
jamesl
Databricks Employee
  • 1 kudos

  Hi @sathyavikasini , Are you still facing this issue? While creating the agent, do you see that your configured knowledge sources are processing? If you haven't done so already, you might check permissions on the catalog/schema/volume(s) that are ...

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magicianmanan
by New Contributor
  • 507 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
  • 507 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
  • 7233 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
  • 7233 Views
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  • 8 kudos
Latest Reply
ramnarayanan
New Contributor II
  • 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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1 More Replies
DinoSaluzzi
by New Contributor III
  • 813 Views
  • 1 replies
  • 2 kudos

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...

  • 813 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...

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amit_eha
by New Contributor
  • 541 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...

  • 541 Views
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Latest Reply
nayan_wylde
Esteemed Contributor
  • 3 kudos

@amit_eha Can you please share the code.

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1 More Replies
aiohi
by New Contributor
  • 497 Views
  • 1 replies
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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!

  • 497 Views
  • 1 replies
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Latest Reply
Khaja_Zaffer
Contributor III
  • 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 New Contributor III
  • 1212 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...

  • 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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4 More Replies
ajay-hinduja
by New Contributor
  • 585 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...

  • 585 Views
  • 1 replies
  • 1 kudos
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

  • 1 kudos
BBland
by New Contributor
  • 1030 Views
  • 2 replies
  • 1 kudos

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? 

  • 1030 Views
  • 2 replies
  • 1 kudos
Latest Reply
Khaja_Zaffer
Contributor III
  • 1 kudos

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

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1 More Replies
akhter0786
by New Contributor
  • 25441 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...

  • 25441 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
  • 607 Views
  • 1 replies
  • 1 kudos

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
  • 607 Views
  • 1 replies
  • 1 kudos
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
  • 927 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 ...

  • 927 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.

  • 3 kudos
joubin
by New Contributor
  • 945 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...

  • 945 Views
  • 1 replies
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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.

  • 0 kudos
davidwilliam25
by New Contributor II
  • 527 Views
  • 1 replies
  • 0 kudos

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...

  • 527 Views
  • 1 replies
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Latest Reply
WiliamRosa
Contributor III
  • 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.

  • 0 kudos

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