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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
  • 30063 Views
  • 18 replies
  • 33 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
  • 30063 Views
  • 18 replies
  • 33 kudos
Latest Reply
AIChief
New Contributor II
  • 33 kudos

thanks for sharing

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Sharanya13
by Contributor III
  • 1648 Views
  • 1 replies
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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.  

  • 1648 Views
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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...

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longht
by New Contributor II
  • 2721 Views
  • 3 replies
  • 4 kudos

Resolved! What is the difference between Databricks vector search vs Mosaic AI Vector Search?

What is the difference between Databricks Vector Search and Mosaic AI Vector Search?As I understand it, the core features of Databricks Vector Search have been integrated into Mosaic AI Vector Search. Does that mean Databricks Vector Search is a depr...

  • 2721 Views
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Latest Reply
longht
New Contributor II
  • 4 kudos

thank you @Renu_ and @Sharanya13 for your explainations. Appreciate it!

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vedants
by New Contributor
  • 1563 Views
  • 1 replies
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Databricks MCP to VsCode

HelloI was hoping for some guidance on databricks MCP configuration?I understand it is in Beta release.I would like to understand- authenticating databricks with vscode- mcp server config to add in vscode

  • 1563 Views
  • 1 replies
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Latest Reply
charlie_wei
New Contributor III
  • 0 kudos

Connecting VS Code and GitHub Copilot to the Databricks Managed MCP Server 

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prakashhinduja
by New Contributor III
  • 1581 Views
  • 1 replies
  • 4 kudos

Resolved! Introduction of Prakash Hinduja Switzerland (Swiss)

Hi Everyone, I'm Prakash Hinduja from Geneva, Switzerland (Swiss), I'm a financial strategist with deep experience in both traditional and emerging markets, I help clients build and preserve wealth through high-impact strategies in sustainable energy...

  • 1581 Views
  • 1 replies
  • 4 kudos
Latest Reply
Advika
Databricks Employee
  • 4 kudos

Welcome to the community, @prakashhinduja, it's great to have you with us! As you explore the Community, be sure to check out the Technical Blogs, to explore in-depth articles and real-world use cases. If you have any technical questions, post them u...

  • 4 kudos
Malthe
by Contributor II
  • 1728 Views
  • 2 replies
  • 1 kudos

Resolved! View inheritance of table and column comments

Reading through the documentation and searching in the community forum, I'm getting conflicting information on how views might inherit table and column comments from the underlying tables in a Genie context.My question is, to what extent does Genie p...

  • 1728 Views
  • 2 replies
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Latest Reply
lingareddy_Alva
Honored Contributor III
  • 1 kudos

Hi @Malthe Based on the current understanding of Genie's behavior:Comment Inheritance in Genie ViewsWhat Genie typically inherits:- Column descriptions from underlying tables are often picked up automatically- Basic column metadata (data types, nulla...

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1 More Replies
sengkchu
by New Contributor III
  • 1418 Views
  • 2 replies
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Resolved! ProgramOfThought module in Dspy error in Databricks notebooks

This module uses deno, but even after installing it. I get a permissions error. Anyone encountered this before?Failed to run ProgramOfThought: [Errno 13] Permission denied: 'deno'

  • 1418 Views
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Latest Reply
sengkchu
New Contributor III
  • 1 kudos

Got it working @Renu_  I needed to add the permissions in my notebook as I am on serverless. import ospath = "/local_disk0/.ephemeral_nfs/envs/{Python_Env_instance}/bin/deno"os.chmod(path, 0o777)

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ninicky
by New Contributor II
  • 1524 Views
  • 1 replies
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Is the basic model considering adding Claude 4 Opus?

Is the basic model considering adding Claude 4 Opus? It should be the strongest model in the world right now, and AWS already supports it.

  • 1524 Views
  • 1 replies
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Latest Reply
Vinay_M_R
Databricks Employee
  • 1 kudos

Hello @ninicky, 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 first-par...

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RadhikRajendran
by New Contributor II
  • 2404 Views
  • 2 replies
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Issue with RAG - Review app - endpoint failed to stream the response

Hi Databricks Support,I am facing issue for using - RAG review app endpoint url. Error message: The endpoint failed to stream the response. Retrying without streaming.The RAG endpoint url was created earlier and it worked with review app, at the time...

  • 2404 Views
  • 2 replies
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Latest Reply
MariuszK
Valued Contributor III
  • 0 kudos

Can you share error details? I updated it without an porblme using mlflow.

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smpa01
by Contributor
  • 11214 Views
  • 1 replies
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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(""...

  • 11214 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

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Remy
by New Contributor II
  • 1330 Views
  • 2 replies
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Questions about the Knowledge Assistant during agentBrick

hello.I'm testing agentBricks right now. As I'm testing, I have a few questions that I'd like to ask.1) Is it possible to input the schema in a format with input and output?2) In the free trial, when I create a vector search index and utilize it as a...

  • 1330 Views
  • 2 replies
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Latest Reply
Renu_
Valued Contributor II
  • 0 kudos

Hi @Remy, Yes, you can define input and output schemas in Databricks, typically using formats like Python dictionaries, especially when working with Vector Search indexes.Free Edition allows only one Vector Search endpoint per workspace, so creating ...

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jcastro
by New Contributor
  • 6080 Views
  • 1 replies
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How to use `predict_stream` in Databricks deployed ChatAgent.

Hello,We are working on a solution to have a streaming chat agent. Our agent works fine in the Playground but when we try to call it as an api under /invocations, the streaming does not work. 

  • 6080 Views
  • 1 replies
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Latest Reply
Vinay_M_R
Databricks Employee
  • 0 kudos

Hello @jcastro I wish you a wonderful day ahead! Databricks recommends the MLflow ChatAgent interface to author production-grade agents. These ChatAgent provides advanced agent capabilities like Streaming output to enable interactive user experiences...

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MattB
by New Contributor III
  • 159148 Views
  • 12 replies
  • 11 kudos

AI/BI Genie - Call

HiIs there any way to call a Genie space from a notebook and get the response ? Is there any API available?#genie, #databricksgenie, #databricks_genie

  • 159148 Views
  • 12 replies
  • 11 kudos
Latest Reply
tomtillo
New Contributor II
  • 11 kudos

Here's the GEnie API Docs - currently in public preview. > Genie API | REST API reference | Databricks on AWSYou can connect to your Genie Spaces and interact with it programmatically.  

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amitkumarvish
by New Contributor II
  • 3258 Views
  • 1 replies
  • 1 kudos

Resolved! Delta Sync index - Slow Sync Performance from Delta Table to Mosaic AI Vector

I'm currently working with Mosaic AI Vector Search on Databricks and using a Delta Sync index (TRIGGERED) to sync from a Delta table (with embedding column already precomputed) to a vector index.However, I'm noticing the sync process is quite slow Ro...

  • 3258 Views
  • 1 replies
  • 1 kudos
Latest Reply
Vinay_M_R
Databricks Employee
  • 1 kudos

Hello @amitkumarvish , I wish you a wonderful day ahead! This could be due to dimension mismatch between precomputed embeddings and index expectations or due to storing unnecessary metadata columns or binary data in metadata fields which may creates ...

  • 1 kudos
hemeiling
by New Contributor
  • 538 Views
  • 1 replies
  • 0 kudos

How to build MLOps

How to use Databricks to build MLOps

  • 538 Views
  • 1 replies
  • 0 kudos
Latest Reply
Renu_
Valued Contributor II
  • 0 kudos

Hi @hemeiling, To build MLOps on Databricks, you can manage the full machine learning lifecycle in one unified platform. Start by preparing your data using Delta Lake and notebooks. Then, train and track models using MLflow, which lets you log metric...

  • 0 kudos

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