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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 ...
- 40392 Views
- 23 replies
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- 5281 Views
- 2 replies
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Multi Vector Index
Can we create multi vector indexes on multiple embedding columns in delta table as part of databricks vector search
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- 2 replies
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Is this still the case? Both the rest api (https://docs.databricks.com/api/workspace/vectorsearchindexes/createindex) and the python sdk (https://databricks-sdk-py.readthedocs.io/en/latest/dbdataclasses/vectorsearch.html#databricks.sdk.service.vector...
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- 997 Views
- 2 replies
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Resolved! AI Playground access Tools(SQL Function) with spark connect PERMISSION_DENIED
Hello, Dear community, I have one SQL function defined in Unity Catalog accessing delta table in the unity catalog. It works normally if i use SQL to execute Function. I see the possibility connecting function to Agent/ Chat. For the quick prototype,...
- 997 Views
- 2 replies
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Hello @loujiang, a few questions to understand the issue.Does your workspace have serverless compute enabled?When AI Playground calls your function as a tool, is there an active classic cluster attached ?If you have a classic cluster, is it configur...
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- 1220 Views
- 1 replies
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ai-dev-kit -Best practices and Scoped PATs
SpoilerHi,I am experimenting with ai-dev-kit and would like to ask whether there are any best practices, demos, or safety guardrails that were followed when using it. Specifically recommended settings for a limited-access PAT for dev-ai-toolkit.Thank...
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@skarangi_349 As this is not a official DB product hence there's no such guide or docs. Best would be to follow the creators - https://www.youtube.com/@DustinVannoyYou may check other videos over youtube as well.
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- 305 Views
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Genie Code prompt context absent, what I think, could be power features
But for all I can know are these limits intentional?Empathy for the Genie (image(1))---This feels a little short sighted. Almost the like, in some ways, a terminal is still more elevated. AI prompt certainly won't be a challenge to HAL9000 anytime so...
- 305 Views
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- 13292 Views
- 7 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...
- 13292 Views
- 7 replies
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Great discussion here—this highlights a real gap between the Chat Completions API and the newer Responses API. It’s clear the Responses API is the direction forward, especially with better multi-modal and tool-calling capabilities, but the lack of su...
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- 1540 Views
- 1 replies
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Resolved! Purpose and usage of Entity matching in Genie Spaces
Hi all,I'm tyring to improve a Genie space and and experimenting with features like Format assistance and Entity matching for single columns.Doens anybody know how to use Entity matching feature?Documentation says:"Entity matching: Entity matching pr...
- 1540 Views
- 1 replies
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Hi @michael365, You don’t configure those 1,024 distinct values manually anywhere. For each column with Entity matching turned on, Genie automatically scans the underlying table (up to 100M rows) and picks up to 1,024 distinct values (currently the m...
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- 3179 Views
- 6 replies
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Resolved! Are there limits set for Agent Mode in Databricks Free Edition?
Hi everyone,I’ve been trying out Agent Mode in the Databricks Free Edition and I’m a bit unclear on the usage limits.From what I can tell, Agent Mode seems to default back to chat mode after a certain point, and when I was using it more heavily, I st...
- 3179 Views
- 6 replies
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Great thank you for the explanation @Ashwin_DSA . Very helpful response!I'll be more conscious of my usage of Genie in Free Edition moving forward. To re-enable Genie in my Free Edition workspace, would I just need to wait until the limits are reset ...
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- 462 Views
- 1 replies
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Poll: With the current maturity of LLMs and Genie, how are you positioning Genie in your org
Do you see Genie (or similar AI analytics tools) as:1️⃣ Primarily for power users / data-savvy users to enhance their daily work by correlating multiple business signals to generate deeper insights and answer more complex questions for the organizati...
- 462 Views
- 1 replies
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According to my experience both target groups can be adressed:Genie (spaces) are made for use by power usersEnabling Genie spaces via Databricks One* can be used by a broad organizationGenie Code is for technical persons e.g. data engineers, data sci...
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- 719 Views
- 2 replies
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Unable to make fresh deployments to an agent model serving endpoint due to permission issues
One of my teammate left and now I cannot make fresh deployments to the agent serving endpoint created by him. Getting below error while trying to deploy with agents.deploy(). Any way to solve it without recreating the endpoint?PermissionDenied: Princ...
- 719 Views
- 2 replies
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Hi @actualhuman_012 ,That a bit problematic. According to docs:Create custom model serving endpoints | Databricks on AWS"The identity under which a model serving endpoint runs is tied to the original creator of the endpoint.After endpoint creation, t...
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- 2038 Views
- 2 replies
- 1 kudos
Genie Code severely regressed over the past 2 days — no longer behaves as before
Hi community,Starting around April 21, 2026, Genie Code in our Azure Databricks workspace has severely regressed and no longer functions the way it did before. No changes were made on our end — no DBR updates, no workspace config changes.We are a tea...
- 2038 Views
- 2 replies
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@DivyaandData thank you for the quick response! I'm checking with my workspace admin to confirm whether AI partner-powered features are enabled. I'll report back shortly. This could definitely explain the degraded experience — the loss of Agent Mode ...
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- 3863 Views
- 1 replies
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Resolved! Databricks Hosted Foundation Models usage and costs
Before proceeding with experimentation and subsequent production use of the Databricks‑hosted Foundation Models (e.g., Claude, Llama, Gemma via Foundation Model APIs), could you please confirm whether a separate agreement with the underlying model pr...
- 3863 Views
- 1 replies
- 1 kudos
- 1 kudos
Hi @MA4, For Databricks-hosted foundation models that you access via Foundation Model APIs (for example, Claude, Llama, Gemma on Azure Databricks), you do not need to sign a separate commercial contract with Anthropic/Meta/Google in addition to your ...
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- 386 Views
- 1 replies
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Need Help with This Issue in Databricks Workflow
Hi everyone,I’m currently working with Databricks and facing an issue related to my setup/workflow. I’ve tried checking the basic configurations, but I’m still not able to resolve it.Could someone please guide me on the best approach or point out wha...
- 386 Views
- 1 replies
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@smith2 Please specify the issue faced and screenshots of errors will be helpful.
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- 1288 Views
- 1 replies
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Resolved! AI playground - Unable to access LLM's
I was having playground access and now I bumped up to enterprise access The endpoint GPT-5.4 has encountered an error and responded with the following: InternalError{"error_code":"PERMISSION_DENIED","message":"PERMISSION_DENIED: The endpoint is tem...
- 1288 Views
- 1 replies
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Hi @nagamaddikunta, Having checked this internally, this error message doesn’t come from the QPM/TPM values you see on the Serving endpoint. It means that, for your workspace, Databricks has set the system-level quota for that model to 0, so the GPT-...
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- 2428 Views
- 3 replies
- 2 kudos
Resolved! Knowledge cutoff for Genie
Hi, I was trying to make a dashboard using AI Genie - it worked well for the basics, but was unable to perform some of the modifications that were obviously (via UI) doable. Per Genie's response below - it only knows Databricks documentation up to Ap...
- 2428 Views
- 3 replies
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Hi, Just wanted to add to what others have said and make sure its clear, I think you're trying to use a Genie Space to create your dashboard. But Genie code is probably a better tool here. If you have visuals created in a Genie space that you would l...
- 2 kudos
- 2713 Views
- 2 replies
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Claude Desktop connect to Databricks MCP
How do I connect Claude desktop to Databricks connector (available in connectors)What are the steps involved in it, Can any one provide detailed step by step implementation for this so that I can query the data using Claude desktop please?
- 2713 Views
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@ShivaPolusani This is achieved via MCP remote, using few args such as Workspace link and Token.Check the documentation here - https://docs.databricks.com/aws/en/generative-ai/mcp/connect-external-services?language=Claude+Desktop#pat-examplesVideo Li...
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