- 38276 Views
- 22 replies
- 48 kudos
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 ...
- 38276 Views
- 22 replies
- 48 kudos
- 48 kudos
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...
- 48 kudos
- 1554 Views
- 1 replies
- 1 kudos
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...
- 1554 Views
- 1 replies
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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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- 5507 Views
- 20 replies
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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...
- 5507 Views
- 20 replies
- 29 kudos
- 29 kudos
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...
- 29 kudos
- 627 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...
- 627 Views
- 2 replies
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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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- 3154 Views
- 2 replies
- 1 kudos
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...
- 3154 Views
- 2 replies
- 1 kudos
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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...
- 1 kudos
- 2423 Views
- 1 replies
- 1 kudos
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 ...
- 2423 Views
- 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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- 5910 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 ...
- 5910 Views
- 11 replies
- 0 kudos
- 38276 Views
- 22 replies
- 48 kudos
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 ...
- 38276 Views
- 22 replies
- 48 kudos
- 48 kudos
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...
- 48 kudos
- 2419 Views
- 1 replies
- 1 kudos
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...
- 2419 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 3361 Views
- 3 replies
- 0 kudos
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 ...
- 3361 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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- 2971 Views
- 3 replies
- 1 kudos
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...
- 2971 Views
- 3 replies
- 1 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...
- 1 kudos
- 1172 Views
- 2 replies
- 1 kudos
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, ...
- 1172 Views
- 2 replies
- 1 kudos
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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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- 1949 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...
- 1949 Views
- 3 replies
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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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- 1420 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...
- 1420 Views
- 3 replies
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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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- 2743 Views
- 1 replies
- 1 kudos
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...
- 2743 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 1177 Views
- 1 replies
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Failed to fetch tables for the space when using Genie MCP via Model Serving
Hello everyone,I'm experiencing a specific permissions issue when using an AI agent that queries a Genie space via MCP (Model Context Protocol) within a Model Serving endpoint.I developed an AI agent to query a Genie space to retrieve retail sales da...
- 1177 Views
- 1 replies
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Hi @ilaria, When you call a Genie space via MCP from a Model Serving endpoint, the queries against the table you have mentioned (fashion_retail.ppl_schema.silver_transactions) don’t run as you (the workspace user who owns the catalog/schema/space), b...
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