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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 ...
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- 22 replies
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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...
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- 583 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...
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- 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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- 1205 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...
- 1205 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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- 253 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...
- 253 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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- 387 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...
- 387 Views
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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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- 850 Views
- 2 replies
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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...
- 850 Views
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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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- 1407 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...
- 1407 Views
- 1 replies
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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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- 247 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...
- 247 Views
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@smith2 Please specify the issue faced and screenshots of errors will be helpful.
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- 548 Views
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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...
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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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- 833 Views
- 3 replies
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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...
- 833 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...
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- 978 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?
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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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- 547 Views
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Resolved! Request for blog publishing access
Hi,I would like to request access to publish blogs on the Databricks Community. I am a seasoned SME in Generative AI, with extensive hands-on experience in this domain. I have actively worked on various GenAI use cases and regularly write about emerg...
- 547 Views
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Hi @mansi26 ,Pleasure to meet you. You can publish your articles without asking for consent in community articles section:https://community.databricks.com/t5/community-articles/bd-p/Knowledge-Sharing-Hub
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- 3984 Views
- 12 replies
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RLS in Genie Space
I am developing a Conversational BI Solution using Genie. There are users from different roles and we need to restrict the rows returned based on the user's role. Typically RLS. I understand from documentation Genie leverage the RLS setup on the Unit...
- 3984 Views
- 12 replies
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Hi Guna, I have been trying to implement the same in my environment. Do you have any luck?
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- 4064 Views
- 1 replies
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Resolved! Error: "Invalid model name" in Databricks AI Gateway when setting up Vertex AI endpoint
Hi everyone,I'm trying to set up a new serving endpoint in Databricks using Google Cloud Vertex AI as the provider. I want to route it to claude-opus-4-6.However, as soon as I try to create it, I get the following UI error (see screenshot):"Invalid m...
- 4064 Views
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Hi @martkev -- good news: your model name is correct. The Vertex AI model ID for Claude Opus 4.6 is indeed claude-opus-4-6 (per Anthropic's official documentation). The issue is on the Databricks side -- the UI enforces an internal allowlist of recog...
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- 626 Views
- 1 replies
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Petition to update your documentation about inferencing LLMs and standardize LLM response format
TL;DRInconsistent & Undocumented Response Format: Contrary to Databricks documentation, enabling thinking.type for Gemini 2.5 Flash changes the ChatCompletion content field from a standard string to a list of dictionaries, breaking expected behavior....
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Hey @trickywhitecat , You're right that when thinking.type is enabled for Gemini 2.5 Flash on a Databricks serving endpoint, the content field comes back as a list of dictionaries instead of a plain string. That breaks the expected OpenAI ChatComplet...
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- 1707 Views
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Resolved! ai_query and cached tokens
Is ai_query actually able to use OpenAI's cached tokens? I was not unable to prove it. The response object from ai_query does not contain the raw response, and when I re-run an identical request via OpenAI SDK (identical model, settings etc.) and exa...
- 1707 Views
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Great question -- this is a nuanced topic because there are two layers involved: Databricks' proxy layer and OpenAI's caching mechanism. Short answer: No, ai_query does not currently support OpenAI's prompt caching. 1. ai_query doesn't expose token u...
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