- 41239 Views
- 23 replies
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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 ...
- 41239 Views
- 23 replies
- 51 kudos
- 1666 Views
- 4 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 ...
- 1666 Views
- 4 replies
- 2 kudos
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Hey @Andrewww , I know your post was from a few months ago. But as I was testing out a use case, I came across your question and put together an experiment. Would love to hear where you ended up with your Genie agents.Experiment writeup is at https:/...
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- 266 Views
- 2 replies
- 1 kudos
How are you attributing agent cost per successful task, not just per token?
Hi everyone, I hope this helps start a useful comparison of notes for those running agents on Databricks in production.Token cost per endpoint is easy to get. Tag the serving endpoints, and the custom tags propagate to system.billing.usage, where usa...
- 266 Views
- 2 replies
- 1 kudos
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These are great questions. The third one in particular is where most setups I've seen get stuck, so thanks for starting this thread. Here's what tends to work, taking your questions one at a time.Q1: Are you computing cost per task from traces and to...
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- 232 Views
- 1 replies
- 0 kudos
What Are the Key Considerations for Building AI-Powered Applications?
Hi everyone,I’m exploring how teams are approaching AI-powered application development and would like to understand some practical considerations when moving from an AI prototype to a production application.For teams using Databricks, I’m particularl...
- 232 Views
- 1 replies
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Hi, some notes from running an internal agent platform on Databricks, in the order where they bit us hardest: 1. Evaluation before deployment is the one that gets skipped. Build a small labeled set (even 50 to 100 real questions with the answer and t...
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- 2150 Views
- 5 replies
- 2 kudos
Automate AI comment generation for columns
Hello, I have a question regarding the new AI Comment generation feature. Is it possbile to use this feature without using the UI. Currently i have to accept every suggested comment one-by-one. Is there a feature / SQL or Phython Statement that i can...
- 2150 Views
- 5 replies
- 2 kudos
- 2 kudos
The ai_query route is the way to go, nothing to add there. Just a few thingsthat will bite you once you point it at a whole catalog.The big one is in the docs for the AI comments feature itself: saving a commentfires an ALTER, and that can disrupt ru...
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- 724 Views
- 6 replies
- 6 kudos
Resolved! Genie Agent SDK visualization
The documentation says you can send in an optional enable_visualization boolean when starting a conversation or sending a message to the agent:start_conversation_and_wait(space_id: str, content: str [, enable_visualization: Optional[bool], timeout: d...
- 724 Views
- 6 replies
- 6 kudos
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Hello @haaland, I took a look at both internal and external documentation and here is what I found. Glad it's working, and @Gecofer and @ivanvyd had the right diagnosis. enable_visualization was never removed. It shipped in databricks-sdk v0.120.0 (J...
- 6 kudos
- 348 Views
- 1 replies
- 0 kudos
Gemini Foundation Model endpoint unavailable in 14-day commercial trial
Hi,I am using a 14-day Databricks commercial trial with promotional credits on an AWS Tokyo workspaceI am specifically trying to access the documented "databricks-gemini-3-8-flash" Foundation Model, but it is not available through Unity Gateway / Mod...
- 348 Views
- 1 replies
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Hello @Remon , I took a look at both internal and external documentation and here is what I found. This looks like a model availability or routing issue, not a missing custom endpoint. Seeing databricks-gemini-3-8-flash under system.ai doesn't mean i...
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- 2095 Views
- 8 replies
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WORKSPACE HAS NO DAILY TOKEN ALLOWANCE
Hello Team,When I try to debug and troubleshoot this error: "This workspace has no daily token allowance for the assistant. Ask your workspace admin to enable it, then try again." I am the Admin, but I still don't see any way to resolve this issue, I...
- 2095 Views
- 8 replies
- 0 kudos
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Hey, I had a simillar problem, with the same Error Code.I asked Codex to fix it and the solution is very simple.In the Genie Code window, next to the send button, change from auto to low.I dont know, this seems like a bug since some weeks to me.
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- 441 Views
- 4 replies
- 1 kudos
Knowledge Assistant fails to load after indexing; generated AI Search index cannot be reused
Hi Databricks Community,I created a Knowledge Assistant through Databricks → Agents, using files as the knowledge source. The embedding and indexing were handled automatically during setup.Since then, I have been unable to open the assistant. The UI ...
- 441 Views
- 4 replies
- 1 kudos
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@qduan Also do check the backend state before re-creating the assistant. I had tested a similar failure path and saw the assistant remain in CREATING while the file source stayed in UPDATING, with no error_info surfaced yet.Few useful checks:import r...
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- 424 Views
- 3 replies
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Genie Agent response Export to PDF via API
Hello,Got a need to invoke the Genie Agent chat (in agent mode) via API, and on the request completion, export the agent response in PDF and share the exported PDF in email. Am already using 'Agent Mode Create Response' endpoint to invoke the chat p...
- 424 Views
- 3 replies
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Thank you for the detailed analysis and input. I tried with List Conversations items endpoint, weasyprint for MD to HTML and on the agent request with Enable_viz:False. Here are my observations,1) Overall the output is not similar to export to excel....
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- 585 Views
- 4 replies
- 2 kudos
DeepSeek V4.1 Flash returns workspace ITPM rate-limit error on fresh/idle workspace
Hi, I am unable to use the Databricks-hosted DeepSeek V4.1 Flash model. Even a minimal prompt such as "hi" immediately fails with: REQUEST_LIMIT_EXCEEDED: Exceeded workspace input tokens per minute rate limit for databricks-deepseek-v4-1-flash. Pleas...
- 585 Views
- 4 replies
- 2 kudos
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@Universeb could you add your cloud, region and workspace tier, please? The published rate limits depend on the tier, so they don't establish your workspace's assigned quota.For one failed REST call, please include the UTC timestamp, any request ID, ...
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- 289 Views
- 2 replies
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Both Databricks Apps Returning 502 Bad Gateway
I am experiencing an issue with both of my Databricks Apps. Both applications are currently unavailable and are returning the same 502 Bad Gateway error.This is affecting both applications, so I would appreciate it if you could investigate whether th...
- 289 Views
- 2 replies
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Thank you for the detailed guidance. The issue has been resolved, and both applications are now working fine.My assumption is that the issue was related to the application authentication check. The apps are now working independently without requiring...
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- 555 Views
- 3 replies
- 1 kudos
Resolved! Genie Agents citation (bug)
Agent reponses are showing this kind of plain text at the end of its text reponses: :citation[genie_sql.01f1b7e5-18d5-196a-90f2-2601ef936192]I think it is meant to be a clickable link. Will this be fixed soon?
- 555 Views
- 3 replies
- 1 kudos
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Hi @haaland - I believe the fix has now been rolled out, and I have tested my sandbox workspace where citations are working correctly. Please check and let me know if you still face issues. Happy to follow up internally.
- 1 kudos
- 1603 Views
- 1 replies
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Not able to query serving endpoint thr UI consisting of logged pyfunc model calling DBRX endpoint
Hi All,I need some urgent help. I have created an serving endpoint through below code. The code logs in pyfunc model that internally calls DBRX endpoint. However when i query using below input i always get same error. Can someone please help me with ...
- 1603 Views
- 1 replies
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That traceback is actually coming from inside get_deploy_client("databricks").predict() itself, not from your own pyfunc code - it's failing on response.json() while parsing the HTTP response it got back from the endpoint you called. "Expecting value...
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- 363 Views
- 2 replies
- 2 kudos
Power of Genie
Folks, I must admit, at the beginning I was apprehensive of using Genie for almost anything. Now it solves almost anything that I want to code on Databricks. I was more fascinated with it when I learnt that our customer (who is one of the largest Tel...
- 363 Views
- 2 replies
- 2 kudos
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Surya, good to read this, and I get the initial hesitation. We had the same reaction on our side a year ago.What changed the picture for us wasn't Genie getting smarter on its own, it was what we put around it. Once we added clear instructions per sp...
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- 2687 Views
- 2 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...
- 2687 Views
- 2 replies
- 1 kudos
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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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