- 36750 Views
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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 ...
- 36750 Views
- 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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- 231 Views
- 4 replies
- 5 kudos
Resolved! Request to Enable Foundation Model Endpoint Rate Limits
Hi,I'm working on a trade surveillance agent and need access to foundation model endpoints.Currently getting this error when calling any LLM endpoint:Error: "The endpoint is temporarily disabled due to a Databricks-set rate limit of 0"Could you pleas...
- 231 Views
- 4 replies
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@KarthikRK Free edition may not be used for commercial purposes. You can create a new Databricks account by starting a free trial or create a paid workspace if you would like access to key features like best models.
- 5 kudos
- 109 Views
- 0 replies
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New Agentic AI Ecosystem in Databricks
it seems Databricks is moving from traditional RAG pipelines toward agent-native architectures with Lakebase Search, Genie Agents, MCP integration, and semantic business context.For teams building enterprise GenAI applications today:Are you still bui...
- 109 Views
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- 76 Views
- 0 replies
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Governance for vector search across multi domain unstructured data
What is the recommended governance strategy for Databricks Vector Search in an enterprise Unified Data Platform (UDP) where structured and unstructured data from multiple business domains (Sales, Marketing.) is ingested into a common analytics platfo...
- 76 Views
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- 109 Views
- 1 replies
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Short Term Memory & Long Term Memory
I am building an Agentic Application on Databricks using LangGraph (Classic Compute — Serverless cant be used so Agent Brickscant be used ).I want my agent to have two types of memory:Short-term memory → Remember the current conversation and tool out...
- 109 Views
- 1 replies
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Since you're using LangGraph on Databricks Classic Compute, you don't have Agent Bricks or Managed Agent Memory. I would build the memory layer directly on Delta Lake + Unity Catalog. This gives you full control, is scalable, auditable, and integrate...
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- 340 Views
- 3 replies
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Failed to save agent Supervisor Agent is not available. To access this feature, please contact sales
Hello,I am trying to create a Supervisor Agent via the web UI, and when starting to try and use it I get the errorFailed to save agent Supervisor Agent is not available. To access this feature, please contact salesThis is despite this preview being e...
- 340 Views
- 3 replies
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Well @appliable_ai then you might want to open a support ticket/contact your Databricks account team and ask them to enable/fix the Supervisor Agent entitlement on workspace. It works for me, but if I remember correctly I had to reach out to the our...
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- 557 Views
- 1 replies
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Official databricks-openai package fails to import after resolving databricks-vectorsearch
I filed a detailed GitHub issue here:https://github.com/databricks/databricks-ai-bridge/issues/433Summary:A clean install of `databricks-openai==0.15.0` currently resolves `databricks-vectorsearch==0.74`, after which the documented import fails:```py...
- 557 Views
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Good news, this is already fixed. A Databricks maintainer confirmed the bug on your GitHub issue and shipped databricks-openai==0.16.0 together with databricks-ai-bridge==0.20.0 on June 10 to resolve it. So the actual fix, instead of pinning databric...
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- 275 Views
- 1 replies
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Genie not able to list MCP prompts
Hi community,I'm building a custom MCP proxy server (hosted as a Databricks App) that forwards requests to an upstream MCP server. The upstream server exposes both **tools** and **prompts** as per the MCP specification.I can confirm that Genie Code s...
- 275 Views
- 1 replies
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This almost always turns out to be st.cache_resource on the connection, not the reverse proxy reusing anything. You said you checked your st.cache_data functions and they key on username, which is the right instinct, but the leak usually hides in wha...
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- 94 Views
- 1 replies
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Genie API List Conversations Incomplete
Hello,In my team we have a dashboard that tracks the Genie Answers Quality: the question that was made, the feedback, who made it,... We use the Genie API to extract the conversations of the Genie, write the data into a table, and feed the dashboard ...
- 94 Views
- 1 replies
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Genie agents are documented to support up to 10,000 conversations per agent and 10,000 messages per conversation, and the API is designed to retain prior messages as conversation context rather than silently omitting them. More likely causes are: You...
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- 501 Views
- 2 replies
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credential delegation not found (404) / permission delegation name (500)
Hi, We run a monitoring integration that reads a Genie space's conversations via the Conversation API, using a service principal with CAN MANAGE on the space - capturing each conversation's prompt, generated SQL, and query result.Listing conversation...
- 501 Views
- 2 replies
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Thank you very much, @Lu_Wang_ENB_DBX — this is really helpful and provides great insights! As a first step, we’ll ask the customer enable Genie chat sharing and check whether our monitoring identity can then read the results. If the 404s/500s pers...
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- 336 Views
- 1 replies
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Resolved! Order of common questions in genie room
I want to add a set of Common Questions to my genie room as a guideline for users of what functions (i.e., question types) they are encouraged to choose from. I want it to be like a pseudo-menu, with functions F1, F2, and F3. The actual questions w...
- 336 Views
- 1 replies
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Unfortunately, not at the moment. I've explored this as well, including the possibility of removing or customizing the menu/action buttons, but there currently isn't any control available for that.The only option is to include a list of suggested que...
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- 620 Views
- 3 replies
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Resolved! OBO Authentication with Unity AI Gateway and databricks.agents.deploy()
Hi everyone,I'm trying to use the new Unity AI Gateway v2 (beta) endpoint from an agent deployed with the Mosaic AI Agent Framework and I'm running into what looks like a scope mismatch.Library versionsdatabricks-agents==1.11.0mlflow==3.12.0python~3....
- 620 Views
- 3 replies
- 2 kudos
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This isn't a config problem on your end, it's a support gap. On-behalf-of auth for the standalone Unity AI Gateway beta endpoint isn't supported yet when you're deploying through databricks.agents.deploy(). Specifically, "ai-gateway" isn't a valid va...
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- 715 Views
- 0 replies
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Generative AI Development: What Does It Take to Move from PoC to Production?
Many organizations have successfully built Generative AI proofs of concept. The bigger challenge is deploying enterprise-grade AI systems that are secure, scalable, and deliver measurable business value.Key capabilities that make a difference include...
- 715 Views
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- 658 Views
- 9 replies
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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...
- 658 Views
- 9 replies
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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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- 494 Views
- 1 replies
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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...
- 494 Views
- 1 replies
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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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- 510 Views
- 1 replies
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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...
- 510 Views
- 1 replies
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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...
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