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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 ...
- 37157 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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- 5104 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...
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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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- 492 Views
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Resolved! 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...
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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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- 976 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 ...
- 976 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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- 401 Views
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Resolved! 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?
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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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- 1947 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...
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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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- 1441 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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- 618 Views
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Resolved! 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?
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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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- 1215 Views
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Resolved! MCPs not working properly
Has anyone facing the same issue?Basically we created a MCP to use OpenMetadata functionalities. It works fine on AI Playground, and it works fine on Databricks Genie (previously, Databricks One). But when I try to add this MCP on Genie Code, it fail...
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Hello @arthurandrade , I looked into this and here is what If found: These are really two separate problems, and the thing that untangles them is realizing that AI Playground, Chat in Genie (what used to sit under Databricks One), and Genie Code are ...
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- 11179 Views
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Gen AI course material
Databricks updated the Generative AI course https://partner-academy.databricks.com/learn/lp/315/generative-ai-engineering-pathway but the course material is missing in the partner academy. Does anybody know where to download the course material?
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I wasn't able to find separate downloadable materials either. While searching for alternatives, I ended up using a few external GenAI courses (including one from Edureka) for additional practice and explanations. If anyone has located the official Da...
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- 2760 Views
- 2 replies
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Databricks Genie Code One Month In — What It Means for Us as Data Engineers
As a data engineer, I've been watching Genie Code closely since it went GA last month, and I wanted to share some honest thoughts here today not a feature dump, but how it's starting to change the way I think about my own role.Databricks recently sha...
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Resolved! Hosted gpt-oss endpoint system prompts contain "You have no access to tools"
We are using the foundation model endpoints (provisioned and pay-per-token) for the gpt-oss models for a research project. We have been experiencing consistent tool call failures: gpt-oss-20b was failing ~1 out of every 12, while gpt-oss-120b was fai...
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Hi @satusky, I'm not an expert in this area, but after some internal research, I wouldn't treat a leaked system-prompt snippet as a product issue related to tool use. I can’t comment on the exact internal prompt template for a specific invocation, bu...
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- 872 Views
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Best Approach for Per-User Authentication with Databricks in an Agent-Based System
Hello everyone,I have built an ADK-based agent that connects to Databricks and can retrieve various information. However, I’m trying to design a secure way to authenticate each user individually when they interact with the agent.So far, I see two pos...
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Hello @Vamsi3757 , This is an excellent architecture question. You are completely right to avoid PATs (due to lifecycle/security risks) and Service Principals (which mask individual user identities and make Unity Catalog audit logging difficult).To s...
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- 1107 Views
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Resolved! Genie UI MCP Server Connection Issue
Hi community,I ran into an issue while connecting a third-party MCP server to Genie's general chat UI and wanted to check if anyone else has seen this.The connection fails immediately during the initial MCP handshake with:`TypeError: unhashable type:...
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Hi @Bihaag_N, From what I can gather, I couldn't find this exact TypeError: unhashable type: 'list' in the public docs, and I also don’t see any documented connection-side requirement stating that third-party MCP manifests need list fields normalised...
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- 2186 Views
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Resolved! How does Genie look under the hood
Hi everybody,I'm using Genie for some time which is really great. In order to improve and before recommending it more users within our company I need to get more insights on Genie including but not limited to:Is it correct that the “thinking” part is...
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Hi @Ashwin_DSA thanks for your response.Regarding the performance issue the SQL is fast but the end-to-end response is still slow. So I assume that the bottleneck is Genie itself.I also resized the space in terms of number data sets added and improve...
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- 1038 Views
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Resolved! Can genie code be accessed via databricks app or external app; or is it confined to Workspace UI?
Hi, Can genie code be accessed via databricks app or external app; or is it confined to Workspace UI only?
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The question raised by @Gautam2809 was about Genie Code - specifically can you use it outside UI. And as of now there's no such an option.
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