- 35733 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 ...
- 35733 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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- 94 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 ...
- 94 Views
- 3 replies
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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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- 164 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...
- 164 Views
- 4 replies
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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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- 129 Views
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How Is Databricks Accelerating AI Innovation Across Industries?
As AI adoption continues to grow, organizations are looking for scalable platforms that can support data engineering, machine learning, analytics, and generative AI workloads. Databricks has become a key part of many AI strategies by helping teams un...
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- 147 Views
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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...
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- 145 Views
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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...
- 145 Views
- 1 replies
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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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- 227 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"...
- 227 Views
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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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- 385 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...
- 385 Views
- 1 replies
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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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- 4544 Views
- 3 replies
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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...
- 4544 Views
- 3 replies
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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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- 226 Views
- 2 replies
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Querying Metric Views via Classic/Pro SQL Warehouses
I recently came across a unique edge case where I was serving a few metric views to my Genie Space.Within metric views, I had custom formatting options such as currency in INR. When I was querying using a Serverless Warehouse, the results were correc...
- 226 Views
- 2 replies
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You can handle the localization directly in the SQL model using CONCAT('INR', FORMAT_NUMBER(revenue, 2)) if you must stay on Pro. Otherwise, as Databricks recommends Serverless for optimal Genie Space performance, move to a Serverless SQL warehouse a...
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- 530 Views
- 1 replies
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Request for Genie Agent Mode API with Streaming & Reasoning Trace Support
Hi everyone,Genie Agent Mode has been incredibly impressive and is one of the best tools we’ve come across, especially in how it handles multi-step reasoning and delivers structured end-to-end insights.We’re currently building a frontend application ...
- 530 Views
- 1 replies
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Hi Asfriz,Genie Agent mode is currently unavailable via direct API. This capability is something we are also eagerly waiting for.For now, you can try building an Agent Supervisor which has your Genie space served as a tool & utilize the orchestrator ...
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- 172 Views
- 1 replies
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Agent crashes out on cells with %skip?
On my first try with letting the Genie Code agent run multiple cells in my existing notebook, it fails at a certain cell that has previously been given the %skip magic. If I un-skip it, agent can then run the cell.Bug?
- 172 Views
- 1 replies
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Hi, this definitely sounds like a bug, the fact that when you remove the %skip it runs fine. I did also find another report of this issue. The best bet is to file a support ticket for this. They will make sure it gets to the correct engineering team....
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- 970 Views
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Resolved! Genie Agent Mode Visibility vs Standard Mode Monitoring
In standard Genie Space chat, space managers can use the Monitoring tab to review prompts/conversations. However, in Agent Mode, we see the warning:“Genie agent responses may contain results obtained using other users’ credentials and are hidden from...
- 970 Views
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If agent-mode Genie answers may contain data outside the reviewing manager’s own RLS/CLS scope, does that mean potentially sensitive data outside the Genie space (that is viewable to Genie Space user) is being processed by underlying foundation model...
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- 758 Views
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The Real Problem with AI is Not Intelligence. It is Context.
I have been thinking a lot about something Ali Ghodsi (CEO - Databricks) said recently. In a Bloomberg interview, he stated: "We already have artificial general intelligence. We don't need AI to get smarter. It is just lacking context."After years of...
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I built an interactive experience to go along with this discussion. It lets you toggle context signals on and off and see how AI decisions change in real time.Try it here: aineedscontext.comIt covers four scenarios: grocery reorder decisions, paymen...
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- 507 Views
- 2 replies
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Resolved! Genie Code CLI support
Hi team,Currently the genie code is available only in the workspace UI. Do we have CLI capabilities for the genie code ? Or is it expected to come in the near future ? Please let me know your thoughts on this. Also, currently we have CLI support for ...
- 507 Views
- 2 replies
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Hi @Aakash001, AS of now, Genie Code is documented as a workspace-native experience rather than a standalone CLI. The public docs describe it as being available in places like notebooks, the SQL editor, jobs, AI/BI dashboards, and the file editor thr...
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- 220 Views
- 1 replies
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Agent on Genie Code suddenly not available
Hello, I started using the agent mode in Genie Code these past 2 days, but a few hours ago it said "service is not available" and the agent button now disappeared. What happened?
- 220 Views
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Hi @Clever, What you’re describing usually points to Genie Code Agent mode no longer being available in that workspace, rather than a problem with your specific chat session. A common reason is that partner-powered AI features may have been disabled ...
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