cancel
Showing results for 
Search instead for 
Did you mean: 
Generative AI
Explore discussions on generative artificial intelligence techniques and applications within the Databricks Community. Share ideas, challenges, and breakthroughs in this cutting-edge field.
cancel
Showing results for 
Search instead for 
Did you mean: 

Forum Posts

Sujitha
by Databricks Employee
  • 32376 Views
  • 22 replies
  • 46 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 ...

Screenshot 2024-01-24 at 11.32.01 PM.png
  • 32376 Views
  • 22 replies
  • 46 kudos
Latest Reply
Darshan137
New Contributor II
  • 46 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...

  • 46 kudos
21 More Replies
souravg
by Visitor
  • 33 Views
  • 2 replies
  • 1 kudos

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...

  • 33 Views
  • 2 replies
  • 1 kudos
Latest Reply
Ashwin_DSA
Databricks Employee
  • 1 kudos

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...

  • 1 kudos
1 More Replies
Jayachithra
by New Contributor
  • 143 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...

  • 143 Views
  • 1 replies
  • 1 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 1 kudos

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. ...

  • 1 kudos
Louis_Frolio
by Databricks Employee
  • 845 Views
  • 20 replies
  • 27 kudos

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...

ai-productivity-before-after_1.jpg
  • 845 Views
  • 20 replies
  • 27 kudos
Latest Reply
suranga
New Contributor II
  • 27 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...

  • 27 kudos
19 More Replies
mimsalar
by New Contributor II
  • 98 Views
  • 2 replies
  • 0 kudos

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...

  • 98 Views
  • 2 replies
  • 0 kudos
Latest Reply
MoJaMa
Databricks Employee
  • 0 kudos

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

  • 0 kudos
1 More Replies
Ale_Armillotta
by Contributor III
  • 155 Views
  • 2 replies
  • 1 kudos

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...

  • 155 Views
  • 2 replies
  • 1 kudos
Latest Reply
emma_s
Databricks Employee
  • 1 kudos

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
1 More Replies
FreshBrewedData
by New Contributor II
  • 171 Views
  • 3 replies
  • 2 kudos

Testing ai_parse_document vs PyMuPDF for PDF extraction

I’ve been experimenting with the Databricks AI functions and recently ran a small test extracting structured information from a PDF document.My initial approach was to use ai_parse_document to extract the text from the PDF.While the function appeared...

  • 171 Views
  • 3 replies
  • 2 kudos
Latest Reply
Ale_Armillotta
Contributor III
  • 2 kudos

Hi @FreshBrewedData . In my experience the difference comes from how the two approaches work internally.ai_parse_document relies on a multimodal AI model to interpret the document and reconstruct its structure (paragraphs, tables, layout elements, et...

  • 2 kudos
2 More Replies
michael365
by New Contributor II
  • 242 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 ...

  • 242 Views
  • 1 replies
  • 1 kudos
Latest Reply
pradeep_singh
Contributor
  • 1 kudos

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...

  • 1 kudos
timbaron
by New Contributor II
  • 917 Views
  • 11 replies
  • 0 kudos

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 ...

timbaron_0-1768551967780.png
  • 917 Views
  • 11 replies
  • 0 kudos
Latest Reply
BadrErraji
New Contributor II
  • 0 kudos

no support whatsoever

  • 0 kudos
10 More Replies
Sujitha
by Databricks Employee
  • 32376 Views
  • 22 replies
  • 46 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 ...

Screenshot 2024-01-24 at 11.32.01 PM.png
  • 32376 Views
  • 22 replies
  • 46 kudos
Latest Reply
Darshan137
New Contributor II
  • 46 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...

  • 46 kudos
21 More Replies
itssb
by New Contributor
  • 174 Views
  • 1 replies
  • 1 kudos

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...

  • 174 Views
  • 1 replies
  • 1 kudos
Latest Reply
Louis_Frolio
Databricks Employee
  • 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
monke64
by New Contributor
  • 2275 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 ...

  • 2275 Views
  • 3 replies
  • 0 kudos
Latest Reply
michael365
New Contributor II
  • 0 kudos

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...

  • 0 kudos
2 More Replies
michael365
by New Contributor II
  • 317 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...

  • 317 Views
  • 3 replies
  • 1 kudos
Latest Reply
Ale_Armillotta
Contributor III
  • 1 kudos

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
2 More Replies
nvkuriseti
by New Contributor II
  • 157 Views
  • 2 replies
  • 1 kudos

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, ...

  • 157 Views
  • 2 replies
  • 1 kudos
Latest Reply
nvkuriseti
New Contributor II
  • 1 kudos

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 

  • 1 kudos
1 More Replies
lewissolarin
by New Contributor
  • 461 Views
  • 3 replies
  • 0 kudos

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...

  • 461 Views
  • 3 replies
  • 0 kudos
Latest Reply
SteveOstrowski
Databricks Employee
  • 0 kudos

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...

  • 0 kudos
2 More Replies
rawalsparsh99
by New Contributor
  • 294 Views
  • 3 replies
  • 0 kudos

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...

Screenshot 2026-01-28 180951.png
  • 294 Views
  • 3 replies
  • 0 kudos
Latest Reply
SteveOstrowski
Databricks Employee
  • 0 kudos

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...

  • 0 kudos
2 More Replies