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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 ...
- 42163 Views
- 24 replies
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Great initiative by Databricks! This is a valuable opportunity to build practical GenAI skills and stay ahead in the rapidly evolving AI space.
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- 2365 Views
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Resolved! Databricks Apps Streaming issue
I have .NextJS Databricks Apps with streaming enabled by setting "stream:true" in the JSON body which tells serve to return a streaming response (SSE format). Now this works just fine when I run the app locally via npm run dev but once I deploy the ...
- 2365 Views
- 1 replies
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What resolved this issue is to set the following headers listed below. Content-Type: "text/event-stream"Connection: "keep-alive"Transfer-Encoding: "chunked"These headers help prevent proxy interference:Connection: "keep-alive" explicitly tells proxi...
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- 1761 Views
- 2 replies
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Resolved! Feedback not showing up in Genie from Copilot Studio Genie Agent
Hi,We've created an Agent using Copilot Studio for Genie and integrated with Teams Channel.The feedback there is working and we can see the reactions in the Copilot Studio Analytics.But the feedback is not going to the actual genie space, neither the...
- 1761 Views
- 2 replies
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Hi @souravg, @Ale_Armillotta is right. At the moment, Genie only records feedback (thumbs up/down, "Fix it", comments) when it’s given directly in the Genie UI. The public Genie Conversation APIs that Copilot Studio/Teams use don’t expose any endpoin...
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- 2031 Views
- 1 replies
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Resolved! How to get MLflow OpenAI autolog traces from PySpark mapInPandas workers (and some pitfalls)
ContextI'm running an LLM pipeline on Databricks that distributes OpenAI API calls across Spark workers via mapInPandas. Getting mlflow.openai.autolog() to work on workers required solving three undocumented issues. Sharing here since I couldn't find...
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Greetings @Jayachithra , I did some digging and came up with some helpful tips/hints to help you along. On Issue 1 (explicit MLflow context): expected behavior once you realize that mapInPandas spawns isolated Python worker processes, not threads. ...
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- 8493 Views
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How Much Has AI Actually Changed Your Day to Day?
Community, I'm genuinely curious: Describe your workday two years ago vs. today in a sentence or two. I'll go first: then, I spent half my day context-switching between Drive, Sheets, Docs, and Slack just trying to find what I needed. Now, I vibe cod...
- 8493 Views
- 20 replies
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What i think is AI hasn’t replaced the hard thinking, it has just removed a lot of the grunt work. These days I spend more time on judgment, review, and refinement, and less on searching, drafting, and repetitive setup.For Databricks specifically, th...
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- 848 Views
- 2 replies
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Can I publish the query stored in the "Query History"?
I’m using an agent within a Databricks app that converts plain English into SQL, executes the query against a warehouse table, and returns the results.I’d like to know if there’s a way to also surface or publish the generated SQL query within the app...
- 848 Views
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You may have to add a call to the Query History API with the necessary filter_by. https://docs.databricks.com/api/workspace/queryhistory/list
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- 4604 Views
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Resolved! How to deploy an Agent
Hi everyone, I’m currently developing several Databricks Agents using a custom Claude skill to integrate Databricks Asset Bundles (DABs), Mosaic AI frameworks, and LangGraph. My current workflow is the following: I develop the agents locally.For depl...
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Hey, your approach is a common pattern. But there has been a recent shift where we now recommend creating the agents as databricks apps instead. This allows you to not do pipeline execution steps. Here are a couple of articles you may find helpful. h...
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- 3574 Views
- 1 replies
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Resolved! Examples for Agent Skills @ Genie Code
Hi Community,I'm currently evaluating the potential of Agents Skills which can be configured for usage within Genie Code (formerly named Assistent).Does anybody know a source for examples what is possible with Agent Skills?The documentation does not ...
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- 1 replies
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Here are bunch of skills example listed in databricks dev ai kit . You can build your own learning from these examples .https://github.com/databricks-solutions/ai-dev-kit/tree/main/databricks-skillsHere is how you can add these to make it available t...
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- 7234 Views
- 11 replies
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Can't Access Agents
Hi there, I'm very new to Databricks and I wanted to try out Agents. At first, I thought I couldn't access Agents because I was on a Trial account, so I added my CC to the subscription. Unfortunately, I still can't access the feature, not to mention ...
- 7234 Views
- 11 replies
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- 3590 Views
- 1 replies
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Resolved! PERMISSION_DENIED: The endpoint is temporarily disabled due to a Databricks-set rate limit of 0
I'm new to databricks and been trying to test some AI models through the AI gateway, every model I try, it gives me error:"error_code":"PERMISSION_DENIED","message":"PERMISSION_DENIED: The endpoint is temporarily disabled due to a Databricks-set rate...
- 3590 Views
- 1 replies
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Greetings @itssb , I did some digging and here is what I found: What you are seeing is a Databricks-imposed rate limit of 0, and that setting takes precedence over the endpoint- or user-level rate limits you configured in the UI. In other words, even...
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- 3783 Views
- 3 replies
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Using generative AI to generate descriptions
Hi all, I would like to check if there is a function in databricks notebook that allows users to get AI generated descriptions of dataframes within the session similar to the AI generated descriptions for tables? This is because I am wondering it it ...
- 3783 Views
- 3 replies
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You can also use Genie Code (which was named Assistent before) and put in some instructions as below. This would then be used and applied once the developer uses the Genie Code.Or alternatively you can create an Agent Skill and put those instructions...
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- 4126 Views
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Resolved! Sharing skills-extended Genie spaces with others
Hi all,I'm evaluating Genie and also developed some skills to extend Genie's capabilities.Now I would like to share it with others. Within the documentation it is stated "Skills live in the /Users/{username}/.assistant/skills/ directory. "Would skill...
- 4126 Views
- 3 replies
- 5 kudos
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well, yes it has been renamed.So, regarding your question, seems:.assistant_instructions.md: it's a personal instruction and you cannot change this option.assistant_workspace_instructions.md: it's a workspace instruction applied to all the users. Onl...
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- 1585 Views
- 2 replies
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Resolved! Generative AI Engineering Pathway Demo Lab code
Hello, I am unable to find Lab code demo by Intructors during the GenAI Engineering Pathway. I have partner acadamy access and please let me know where I can find Demo Lab code for this pathway. Thanks for your reply or suggestion in advance.Thanks, ...
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Hello @Ashwin_DSA , Thanks for your prompt reply. I will check with my Acadamy about Lab code and will let you know their reply. Thanks once again.Thanks, @nvkuriseti
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- 2571 Views
- 3 replies
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Databricks app calling Genie API has empty data array
I have a Databricks app that makes calls to Genie API, it successfully returns a response containing the text response and the generated SQL query. However, the actual result of the SQL query is missing, in the result object, there is the metadata fo...
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Hi @lewissolarin,The behavior you are seeing, where data_array is None and external_links is empty, is expected at a certain stage of the Genie API workflow. The Genie API uses the EXTERNAL_LINKS disposition for returning query results, which means d...
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- 1877 Views
- 3 replies
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Knowledge Assistant is disabled
These features are disabled i have completed all the prerequisites for this.I have the admin rights and have enabled all the required preview both at the account and the workspace level.also I have set serverless budget quota for the workspace as wel...
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Hi @rawalsparsh99, Knowledge Assistant is part of the Agent Bricks feature set, and there are a few specific requirements that all need to be in place simultaneously for the feature tiles to become active. Since you mentioned you have admin rights, p...
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- 3631 Views
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Resolved! Model Serving Endpoints Scaling From Zero Forever
Hello,When deploying agents via a Serving Endpoint with "Scale To Zero" enabled, we are encountering that at seemingly random times, when we hit the endpoint to wake it up, it will begin to "Scale From Zero", but will never become fully available. Th...
- 3631 Views
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Hi @jAAmes_bentley, There are multiple possible root causes, so let me walk through them so you can diagnose which applies to your situation. WHAT HAPPENS DURING SCALE-FROM-ZERO When an endpoint scales from zero, Databricks must: 1. Acquire comp...
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