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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

Khaja_Zaffer
by Contributor III
  • 142 Views
  • 3 replies
  • 1 kudos

GEN AI IN HEALTHCARE

Hello everyone !!Good day!Happy halloween I am just curious to know those who are working with GEN AI or related projects in healthcare. Is GEN AI buzz word finally became a common word or still there is scope in real world projects. How do you this ...

  • 142 Views
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Latest Reply
bianca_unifeye
New Contributor II
  • 1 kudos

Hi @Khaja_Zaffer ,Great question  and happy belated Halloween From what we’re seeing across clients in healthcare and life sciences, Generative AI has absolutely moved beyond the buzzword stage. It’s now being operationalised, but selectively, in are...

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ankitmishra
by New Contributor
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RAG pipeline in Databricks

We have to implement a RAG pipeline in Databricks using Unity Catalog and Delta tables, We are a databricks partner company, can we have some credits to do over this PoC

  • 108 Views
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bianca_unifeye
New Contributor II
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Hi @ankitmishra,Yes, it is definitely possible to request credits for your PoC. The quickest route is to identify the Partner Solution Architect (PSA) assigned to your company account. They can submit the request on your behalf and even attach it to ...

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frankc
by New Contributor III
  • 1236 Views
  • 5 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...

  • 1236 Views
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CharlotteMarti2
New Contributor II
  • 5 kudos

That’s expected — Databricks’ current GPT-OSS integration only supports /completions and /chat/completions endpoints, not the /responses API yet. The OpenAI Responses API compatibility mentioned on OpenAI’s site applies to OpenAI-hosted models, not t...

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smferro54epam
by New Contributor II
  • 367 Views
  • 4 replies
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Can't connect to custom MCP Server

I've tried connecting from local environment, notebook and following the sample notebook here:https://docs.databricks.com/aws/en/generative-ai/mcp/custom-mcp?language=Local+environmentAnd I'm always getting the same error:httpx.ConnectError: All conn...

  • 367 Views
  • 4 replies
  • 2 kudos
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smferro54epam
New Contributor II
  • 2 kudos

I wasn't setting the MCP server as a streamable http, I've done that already and it works!

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old_school
by New Contributor
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Error in output of databricks managed mcp server

Hi Databricks Community,Need suggestions.I have added two functions and I am able to use them. I am using Cursor IDE but in the logs I can see below error,2025-11-01 20:10:23.203 [info] Handling CreateClient action2025-11-01 20:10:23.203 [info] Creat...

  • 84 Views
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AbhaySingh
Databricks Employee
  • 0 kudos

The most important thing to know is: Databricks supports external MCP servers only if they use the Streamable HTTP transport mechanism. Client errors related to Streamable HTTP typically occur if the MCP server or client is not compliant with this tr...

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Mahsa
by New Contributor
  • 124 Views
  • 2 replies
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Load the HF pipeline in databricks

Hi all, I have a question about the integration of HF in Databricks.I'm struggling to save the models and datasets:For instance, for the code below, I got this error:ValueError: Could not load model nickwong64/bert-base-uncased-poems-sentiment with a...

  • 124 Views
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Latest Reply
Thompson2345
New Contributor II
  • 2 kudos

 The error happens because the model "nickwong64/bert-base-uncased-poems-sentiment" isn’t correctly registered as a SequenceClassification model in Hugging Face. You can try:Use AutoModelForSequenceClassification explicitly:  from transformers import...

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Mariano-Vertiz
by New Contributor II
  • 414 Views
  • 5 replies
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Resolved! Problems with unstructured_data_pipeline

Hi everyone,I'm currently working with the unstructured data pipeline in Databricks, using the official notebook provided by Databricks without any modifications. Strangely, despite being an out-of-the-box resource, the notebook fails during executio...

  • 414 Views
  • 5 replies
  • 1 kudos
Latest Reply
dkushari
Databricks Employee
  • 1 kudos

Hi @Mariano-Vertiz - Which access mode are you using for your cluster - dedicated or standard? I think it is failing as a standard cluster does not allow the low-level operation it is trying to perform in cell 42. Is that where it's failing? I tried ...

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brahaman
by New Contributor II
  • 393 Views
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Agent Serving Not Able To Use Route Optimisation

Hey y'all !I have model that I already serve with `agents.deploy` and works fine.I wanted to try out the Route Optimisation features as it can be found in the Edit tab of a model serving by adding in the creation via the API call (https://docs.databr...

  • 393 Views
  • 2 replies
  • 1 kudos
Latest Reply
MandyR
Databricks Employee
  • 1 kudos

@brahaman If this has solved your issue, please click the Accept as Solution button. Thanks! 

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mmoise
by New Contributor
  • 264 Views
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Cannot create databricks app using knowledge assistant

Hello, I built a knowledge assistant and I want to create a databricks app with it. I am using the streamlit chatbot template. I get an error "endpoint not supported". I can successfully create other databricks apps using models like claude sonnet. I...

  • 264 Views
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dkushari
Databricks Employee
  • 0 kudos

Hi @mmoise - It is not yet possible to create a DB app using an agent created from Agent Bricks KA. It will be added soon in the future. You can create a custom app, though. You can refer to the DB apps cookbook and use FastAPI as backend and React a...

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qlmahga2
by New Contributor III
  • 961 Views
  • 2 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...

  • 961 Views
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  • 1 kudos
Latest Reply
jack_zaldivar
Databricks Employee
  • 1 kudos

Hi @qlmahga2 , it appears that Claude Sonnet 4 and Claude Sonnet 4.5 are both currently available. I'm not sure what it looked like when you asked this question, as I didn't check at that time. However, it looks like they should be available now. Can...

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Phani1
by Valued Contributor II
  • 587 Views
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Export/Share Genie Space Across DEV, QA, and PROD Environments

Hi Team,What is the procedure for exporting a Genie space across multiple workspace environments such as DEV, QA, and PROD?Can you provide any details around this. Thanks ,Phani

  • 587 Views
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spoltier
New Contributor III
  • 2 kudos

@Pilsner When I try to export, I get Error: dataRoom is not user-facing. Trying to download in the workspace browser results in a 400 Bad Request.The bundle documentation for AWS and Azure does not mention genie spaces as existing resources.See the r...

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avinashk
by New Contributor III
  • 349 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...

  • 349 Views
  • 1 replies
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Latest Reply
SP_6721
Honored Contributor
  • 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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king728
by New Contributor
  • 1187 Views
  • 1 replies
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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. 

  • 1187 Views
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Vinay_M_R
Databricks Employee
  • 0 kudos

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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prakashhinduja
by New Contributor III
  • 3309 Views
  • 5 replies
  • 4 kudos

Prakash Hinduja Switzerland (Swiss) How do I build a RAG pipeline on Databricks?

Hello DataBricks Community,I'm Prakash Hinduja from Geneva, Switzerland (Swiss). As a financial strategist, I play an active role in strengthening the Swiss investment market. By connecting global investors with high-potential opportunities across Sw...

  • 3309 Views
  • 5 replies
  • 4 kudos
Latest Reply
simonsmart
New Contributor II
  • 4 kudos

@Khaja_Zaffer It's actually a weird type of spam - see simon-smart88/Hinduja_spam on GitHub. I've reported this post.

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Sharanya13
by Contributor III
  • 1639 Views
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Resolved! When would Google Gemini be available on Databricks Community Edition Playground?

https://www.databricks.com/company/newsroom/press-releases/databricks-announces-strategic-ai-partnership-google-cloud-bring#:~:text=Customers%20can%20pay%20for%20Gemini,founder%20and%20CEO%20of%20Databricks.  

  • 1639 Views
  • 1 replies
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Latest Reply
Advika
Databricks Employee
  • 1 kudos

Hello @Sharanya13! Google Gemini is not currently available on the Databricks Community Edition. The current focus is on enterprise and commercial integration, and no date or roadmap has been shared for availability on the Community or Free Edition p...

  • 1 kudos