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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
  • 37082 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
  • 37082 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...

  • 48 kudos
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TX-Aggie-00
by Databricks Partner
  • 736 Views
  • 9 replies
  • 0 kudos

AI Search Endpoint Quota in Azure

I have seen the common responses to most in this thread, so I will get ahead of it by saying that our workspace is not a trial, but a premium workspace in Azure.  I am a global admin in the workspace as well.  It seems like a lot of the AI settings g...

  • 736 Views
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Latest Reply
iyashk-DB
Databricks Employee
  • 0 kudos

Hi, this doesn't appear to be a product limitation. The documented default quota is 500 AI Search endpoints per workspace, and the documentation explicitly notes that this limit can be increased through your account team. Because of that, a Premium w...

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juliopalmeiro
by New Contributor II
  • 562 Views
  • 1 replies
  • 1 kudos

Resolved! Foundation Models API blocked — "Databricks-set rate limit of 0" even after adding payment method

I'm trying to use the Foundation Models API (databricks-claude-opus-4-8) in my workspace but every call returns this error:PERMISSION_DENIED: The endpoint is temporarily disabled due to a Databricks-set rate limit of 0.This happens both from notebook...

  • 562 Views
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Latest Reply
iyashk-DB
Databricks Employee
  • 1 kudos

Hi, this one isn't fixable from the endpoint or AI Gateway settings, even though it looks like a rate limit you should be able to just raise. That "Databricks-set rate limit of 0" is a workspace trust tier restriction, not the rate limit you configur...

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Inument
by New Contributor II
  • 547 Views
  • 1 replies
  • 1 kudos

Resolved! Does "move fast and break things" ruin AI agents?

Is the "move fast and break things" startup mindset actually fatal for custom AI agent development?I read that rushing MVPs creates massive tech debt and unstable guardrails that cause projects to crash by year two.Have any of you hit this "year 2 wa...

  • 547 Views
  • 1 replies
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Latest Reply
Rjdudley
Honored Contributor
  • 1 kudos

Well, you can only break things which exist, so if you're delivering an MVP, nothing yet exists to be broken.  This is kind of the wrong mindset, I think you should look at the agile process of "ship fast, ship small, iterate".  Sometimes the iterati...

  • 1 kudos
OliverMini
by Databricks Partner
  • 1932 Views
  • 5 replies
  • 4 kudos

Resolved! How to retrieve Genie's narrative text summary (final_summary) via API?

Dear Databricks Community,I am trying to programmatically access the narrative text summary that Databricks Genie displays in the UI, but I cannot find it in the public API responses.What I see in the UI: When I ask Genie a question, the UI displays ...

  • 1932 Views
  • 5 replies
  • 4 kudos
Latest Reply
tulga-orosoo
New Contributor II
  • 4 kudos

Hey, thank you very much! Confirm the text summary is in the response now.

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Ajay-Pandey
by Databricks MVP
  • 341 Views
  • 2 replies
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Agentbricks Knowledge Assistant - Facing Issue with Agent Creation and Source Visibility

Hi Team,I am facing an issue while creating a Knowledge Assistant in the Agent section. It was working fine earlier, and I had uploaded multiple PDF files (70K). However, it has now started behaving unexpectedly.I am not able to see any source data i...

AjayPandey_0-1782362411750.png AjayPandey_1-1782362453412.png AjayPandey_2-1782362563886.png
  • 341 Views
  • 2 replies
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Latest Reply
Ajay-Pandey
Databricks MVP
  • 0 kudos

Thanks @Ashwin_DSA I have already tried the provided solution, but I am still facing the error. I have also raised a support request with Azure Databricks; however, it has been going in circles for the past month without resolution.

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suranga
by Databricks Partner
  • 317 Views
  • 1 replies
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AI Extract is disabled?

Why is AI Extract is not loading up? im on azure databricks and i have JPEG images in a Databricks Volume. Its on GA but why is it asking to contact sales for this?

  • 317 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @suranga, I have checked this internally. What you're seeing is most likely a workspace availability issue rather than a problem with JPEG files in a Unity Catalog Volume. The public Information Extraction documentation lists a few workspace prere...

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3R1
by New Contributor II
  • 256 Views
  • 2 replies
  • 1 kudos

Accessing Document Presented in Demo in Get Started with AI Agents on Databricks Course

I'm taking Get Started with AI Agents on Databricks Course and cannot find the document that is shown in the Demo section.I wonder whether the Demo is for a show only or the learner can follow along. If the latter, where can I find it?Course Link: ht...

  • 256 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 1 kudos

Hi @3R1,   Thank you for flagging this! The document shown in the Demo section of the Get Started with AI Agents on Databricks course is a Databricks Notebook. You should be able to access it by following the steps below: Log in to Databricks Academy...

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Andrewww
by New Contributor II
  • 520 Views
  • 3 replies
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Genie space: Delta Tables or Metric View

I have started experimenting with Genie Spaces.I have a delta table with sales information. It has a date column, customer, product and amount bought.My question is, is it better to point the genie space to the raw table or create a metric view with ...

  • 520 Views
  • 3 replies
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Latest Reply
balajij8
Esteemed Contributor
  • 0 kudos

Adding both the raw Delta table and the Metric View generally causes confusions to the Space. Genie relies entirely on the schemas, descriptions and metadata you provide to translate queries into optimized SQL. If you expose both objects containing t...

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prasuanu1222
by New Contributor II
  • 706 Views
  • 4 replies
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Genie spaces

Hello TeamI am planning to use a genie space for our project as we have seen some changes to costing i would like to understand few things1) what model does a genie space use and how to get costing estimate for the genie space?2) we want to embeded t...

  • 706 Views
  • 4 replies
  • 1 kudos
Latest Reply
prasuanu1222
New Contributor II
  • 1 kudos

Thanks for answering the question one more clarification is we want to embeded this as iframe in a external application and this application is used by 10000 users daily which will go off the limits on the no of requests and the genie space will have...

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steff_horemans
by New Contributor
  • 403 Views
  • 1 replies
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Resolved! First time user of the community platform

Hi everyone,Don't know where to put this specific question. I'm working on a reference data mesh implementation to connect and combine datasets to find matching trials for patients with a specific genetic profile. - Do you know anyone that might be i...

  • 403 Views
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Latest Reply
Ashwin_DSA
Databricks Employee
  • 0 kudos

Hi @steff_horemans, Yes, this is absolutely fine to ask here. You're touching a few quite different areas, though... Trial matching/reference data design, GenAI extraction of eligibility criteria, and governance/serving of bespoke models. You’ll like...

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Manas2000
by New Contributor
  • 357 Views
  • 1 replies
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DBSQL MCP output limit

Hi, Databricks Champions I am using SQL MCP server. I was able to connect to MCP and run my sql queries. However as my query out goes above 32,768 it gets truncated and I am not able to get the complete output. I can only pass warehouse_id in "_meta"...

  • 357 Views
  • 1 replies
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Latest Reply
frankieseabrook
New Contributor II
  • 0 kudos

HI @Manas2000 ,This appears to be a Databricks SQL MCP limitation, not a Databricks SQL warehouse limitation.A hacky workaround might be to manually paginate in SQL, e.g., with `ROW_NUMBER()` or `LIMIT/OFFSET`, and run separate MCP calls for each pag...

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mbecker
by New Contributor
  • 979 Views
  • 1 replies
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Azure OpenAI v1 API support for External Model Serving / Mosaic AI Gateway?

Hi,I’m setting up an external model serving endpoint for Azure OpenAI through Databricks Model Serving / Mosaic AI Gateway, and I’m trying to understand whether the newer (more than a year old at this point) Azure OpenAI v1 API is currently supported...

  • 979 Views
  • 1 replies
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Latest Reply
frankieseabrook
New Contributor II
  • 0 kudos

Short answer: based on the current Databricks docs, I would treat the built-in Azure OpenAI external model provider as expecting the older Azure OpenAI configuration shape, not the newer `/openai/v1/` shape.The key clue is that the Databricks Azure O...

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Jackryan360
by New Contributor
  • 5090 Views
  • 3 replies
  • 1 kudos

Resolved! How do Agentic AI services differ from traditional AI automation tools?

Hi everyone,I’m looking to understand the real difference between Agentic AI services and the traditional AI automation tools many businesses already use.In your experience, what makes Agentic AI services more advanced or effective?Are the advantages...

Generative AI
Agentic AI
AI
erpsoftware
Microsoft
  • 5090 Views
  • 3 replies
  • 1 kudos
Latest Reply
elsierainee
New Contributor II
  • 1 kudos

The core difference really does come down to autonomy and reasoning loops, not just better automation. Traditional AI automation tools (think RPA, rule-based bots, even most "AI-powered" workflow tools) operate on a trigger-action model. You define t...

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