cancel
Showing results for 
Search instead for 
Did you mean: 
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.
cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

mmoise
by Visitor
  • 25 Views
  • 0 replies
  • 0 kudos

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...

  • 25 Views
  • 0 replies
  • 0 kudos
qlmahga2
by New Contributor III
  • 619 Views
  • 2 replies
  • 1 kudos

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...

  • 619 Views
  • 2 replies
  • 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...

  • 1 kudos
1 More Replies
Phani1
by Valued Contributor II
  • 410 Views
  • 2 replies
  • 2 kudos

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

  • 410 Views
  • 2 replies
  • 2 kudos
Latest Reply
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...

  • 2 kudos
1 More Replies
brahaman
by New Contributor II
  • 289 Views
  • 1 replies
  • 1 kudos

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...

  • 289 Views
  • 1 replies
  • 1 kudos
Latest Reply
sarahbhord
Databricks Employee
  • 1 kudos

Brahaman -  Thanks for reaching out. I hope I am interpreting the question correctly, but route optimization on Databricks serving endpoints can only be enabled at the time of endpoint creation. Update-in-place is not supported, and there is no way t...

  • 1 kudos
frankc
by New Contributor III
  • 1042 Views
  • 3 replies
  • 5 kudos

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...

  • 1042 Views
  • 3 replies
  • 5 kudos
Latest Reply
powerofzero
New Contributor II
  • 5 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...

  • 5 kudos
2 More Replies
avinashk
by New Contributor III
  • 302 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...

  • 302 Views
  • 1 replies
  • 1 kudos
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.

  • 1 kudos
king728
by New Contributor
  • 977 Views
  • 1 replies
  • 0 kudos

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. 

  • 977 Views
  • 1 replies
  • 0 kudos
Latest Reply
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...

  • 0 kudos
prakashhinduja
by New Contributor III
  • 3148 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...

  • 3148 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.

  • 4 kudos
4 More Replies
Sharanya13
by Contributor III
  • 1560 Views
  • 1 replies
  • 1 kudos

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.  

  • 1560 Views
  • 1 replies
  • 1 kudos
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
smpa01
by Contributor
  • 11026 Views
  • 1 replies
  • 1 kudos

Resolved! ai_query issue

As per  the doc , one can execute an ai_query in python. But I am sot sure why I can'tWorks in SQLselect 1 as colA, ai_query('databricks-llama-4-maverick', 'what is 2+2') as testBut not in sparkdf = spark.sql("select 1 as colA") df = df.selectExpr(""...

  • 11026 Views
  • 1 replies
  • 1 kudos
Latest Reply
Vinay_M_R
Databricks Employee
  • 1 kudos

Hello @smpa01, I tried to reproduce this issue internally and it worked for me as expected in spark as well. I am sharing below screenshot for your reference: I used DBR 15.4 LTS and serverless it worked on both

  • 1 kudos
Karthik_Karanm
by New Contributor III
  • 1671 Views
  • 4 replies
  • 2 kudos

Using Genie in Multi-Agent Systems — SQL Query Missing from Output

Hi Community,I’ve implemented a multi-agent system using Genie in Databricks, following the guide on "Use Genie in multi-agent systems | Databricks Documentation". The system integrates well with vector indexes, and everything works fine during model...

  • 1671 Views
  • 4 replies
  • 2 kudos
Latest Reply
SP_6721
Honored Contributor
  • 2 kudos

Hi @Karthik_Karanm,As per my understanding, the issue seems to be that the conversation state or authentication context isn’t being properly passed between agents in the multi-agent setup.A few things you might try:Avoid caching session or conversati...

  • 2 kudos
3 More Replies
brahaman
by New Contributor II
  • 1216 Views
  • 1 replies
  • 1 kudos

Question about response time by Llama 3.3 70B

Hey everyone !So I'm new into Databricks and I'm learning about the possibilities offered by Mosaic AI Foundation Model Serving. I'm mostly following the Azure's documentation to learn about it.In my testing, I've created 4 unity catalog functions vi...

  • 1216 Views
  • 1 replies
  • 1 kudos
Latest Reply
Walter_C
Databricks Employee
  • 1 kudos

Llama 3.3 normally offers faster inference speeds compared to earlier versions. It provides approximately 40% faster responses and reduced batch processing time However, the usual performance for Mosaic AI Model Serving are also influenced by configu...

  • 1 kudos
Karthik_Karanm
by New Contributor III
  • 5351 Views
  • 10 replies
  • 7 kudos

Resolved! Insufficient Permission Error When Serving RAG Model with Multiple Vector Search Indexes

Hi Community,I’m currently working on a Retrieval-Augmented Generation (RAG) use case in Databricks. I’ve successfully implemented and served a model that uses a single Vector Search index, and everything works as expected.However, when I try to serv...

  • 5351 Views
  • 10 replies
  • 7 kudos
Latest Reply
lingareddy_Alva
Honored Contributor III
  • 7 kudos

Thank you

  • 7 kudos
9 More Replies
rjhari
by New Contributor
  • 898 Views
  • 1 replies
  • 0 kudos

Genie - Data Lineage

Would it be possible for Genie to bring in the Lineage Graph of table?Thanks

  • 898 Views
  • 1 replies
  • 0 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 0 kudos

Have you tried looking at lineage through the system tables: "system.access.table_lineage" and "system.access.column_lineage".  You would need to have entitlements on these objects but you should be able to reference them in Genie.  Give it a try and...

  • 0 kudos