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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.
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Forum Posts

Sujitha
by Databricks Employee
  • 30498 Views
  • 18 replies
  • 33 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
  • 30498 Views
  • 18 replies
  • 33 kudos
Latest Reply
AIChief
New Contributor II
  • 33 kudos

thanks for sharing

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17 More Replies
thmonte
by New Contributor II
  • 1332 Views
  • 2 replies
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Tool Calls with Workspace Models

I recently followed the blog post on running deepseek llama distilled.  I then served it via Serving Endpoints with provisioned throughput.  In my use case I am using pydantic-ai to build out some simple agents for testing.  It seems with this style ...

  • 1332 Views
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  • 1 kudos
Latest Reply
thmonte
New Contributor II
  • 1 kudos

Thanks @Alberto_Umana which one of these controls allows the conversation to continue past the first tool call?  Is there documentation on all configurable fields?  Also does this still allow override some of these at the client level? Ex. passing in...

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SristiRaj
by New Contributor
  • 1070 Views
  • 1 replies
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Databricks REST api to manage and deploy Genie spaces programmatically

Hello,I am looking to find documentation for databricks REST api for creating and deploying genie spaces with necessary configuration. Could you please guide me to the documentation for the same.Regards,Sristi Raj 

  • 1070 Views
  • 1 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

Hi @SristiRaj, Currently there is not API for that. I see that Databricks Genie Conversation APIs are currently in private preview. Please stay tune for news on this!

  • 0 kudos
aliciachimeno
by New Contributor III
  • 3143 Views
  • 2 replies
  • 2 kudos

Integrating LangGraph with AI Cookbook Agent Template on Databricks using MLflow

I am working on building an agent using the AI Cookbook Agent Template and would like to integrate LangGraph into the agent template. Specifically, I want to build an agent that uses an adaptive RAG  chain and an SQL agent. My goal is to implement th...

  • 3143 Views
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Latest Reply
Alberto_Umana
Databricks Employee
  • 2 kudos

Hi @aliciachimeno, Please take a look at: https://github.com/databricks/genai-cookbook

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vipintyagi
by New Contributor II
  • 2441 Views
  • 2 replies
  • 3 kudos

Resolved! Databricks Certified Generative AI Engineer Associate

Hi, I passed Databricks Certified Generative AI Engineer Associate exam yesterday and I havent received certificate. I verified my accredible account but it is not reflecting. In fact, there are several partner training I did last month and they are ...

  • 2441 Views
  • 2 replies
  • 3 kudos
Latest Reply
Advika_
Databricks Employee
  • 3 kudos

Hello @vipintyagi!Your certificate has already been sent. Please ensure you're using the same email ID for your Accredible account as the one used during exam registration.

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1 More Replies
Muhammad_Umer
by New Contributor III
  • 14523 Views
  • 1 replies
  • 3 kudos

Genie Space

How can I export/share a Genie space across different workspace environments such as DEV,QA, and PROD etc.# Genie

  • 14523 Views
  • 1 replies
  • 3 kudos
Latest Reply
Rjdudley
Honored Contributor
  • 3 kudos

You would use Git Folders (Run Git operations on Databricks Git folders (Repos) | Databricks on AWS).  In my environment, it doesn't appear to be supported yet.  You can create a Genie space in a Git Folder at this time, but you get this alert: 

  • 3 kudos
bryan1
by New Contributor III
  • 3175 Views
  • 7 replies
  • 1 kudos

Customizing the UI of Streamlit App Template

Hi There,I used the Streamlit Chatbot template for Databricks Apps. I'm looking to customize the UI and wanted to make changes to the app.py file to do so. Even before I made any changes, I ran the file and I'm getting an error with databricks SDK an...

bryan1_0-1736647332600.png
  • 3175 Views
  • 7 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 1 kudos

Hi @bryan1, Thanks for the details, there might be something at the cluster level configuration, can you please share your cluster settings like DBR version / libraries / access mode? I even tried on an older version / serverless and worked:  

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6 More Replies
jericksoncea
by New Contributor III
  • 6660 Views
  • 11 replies
  • 2 kudos

Help with Databricks vector search index advanced metadata filtering

I have been able to successfully implement a Databricks vector search index with metadata filtering (How to create and query a vector search index | Databricks on AWS).However, I am facing a challenge when implementing a more advanced filtering mecha...

  • 6660 Views
  • 11 replies
  • 2 kudos
Latest Reply
Walter_C
Databricks Employee
  • 2 kudos

sure, happy to help, let us know in case you have additional questions

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10 More Replies
infinitylearnin
by New Contributor III
  • 686 Views
  • 0 replies
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Role of Data practitioner in AI Era

As the AI revolution takes off in 2025, there is a renewed emphasis on adopting a Data-First approach. Organizations are increasingly recognizing the need to establish a robust data foundation while preparing a skilled fleet of Data Engineers to tack...

  • 686 Views
  • 0 replies
  • 0 kudos
txti
by New Contributor III
  • 4540 Views
  • 7 replies
  • 1 kudos

Resolved! Importing LanceDB Library Crashes Python Driver

Hello, I am unable to import the LanceDB library.My environment is configured as follows:Single Node of type g4dn.xlargeDBR 16.1 ML for GPUCode to Reproduce: %pip install lancedb==0.17.0 dbutils.library.restartPython() # Crashes on import import lan...

  • 4540 Views
  • 7 replies
  • 1 kudos
Latest Reply
Walter_C
Databricks Employee
  • 1 kudos

Hello @victor58 thanks for your question, on your case lets start with validations based on KB https://kb.databricks.com/en_US/clusters/python-kernel-is-unresponsive-error-message 

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mortenhaga
by Contributor
  • 33982 Views
  • 2 replies
  • 1 kudos

Databricks Genie

Hi allWe have just started a little mini project on using Genie and up until now, our experience is very positive. Therefore, Im interested in more documentation and learning materials other than what Databricks officially has (https://docs.databrick...

  • 33982 Views
  • 2 replies
  • 1 kudos
Latest Reply
Databricks_AI
New Contributor II
  • 1 kudos

Hi @mortenhaga , since we are also looking for the same approach, is there a way that you found out or is there any reply which helped you to figure out the above problem?

  • 1 kudos
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javieryw
by New Contributor
  • 1365 Views
  • 1 replies
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Error Calling Llama Guard Model from Databricks Marketplace after deploying the model

I am facing issues calling the Llama Guard Model after deploying it to Model Serving on Databricks.  I deployed the model by requesting instant access from Databricks Marketplace and deployed it to Model Serving.I am following the code examples here:...

  • 1365 Views
  • 1 replies
  • 0 kudos
Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

@javieryw, The error you are encountering, "400 Client Error: Bad Request for url:  https://westus.azuredatabricks.net/serving-endpoints/llama-guard/invocations. Response text: Bad request: json: unknown field 'dataframe_split'", indicates that the p...

  • 0 kudos
Anureka
by New Contributor II
  • 2981 Views
  • 3 replies
  • 1 kudos

Gen AI Fundamentals Badge

I'm trying to take the quiz and get the badge for Gen AI Fundamentals, but unfortunately unable to do so as the login credentials aren't letting me in. Please advice where to find the link to take the quiz here.

  • 2981 Views
  • 3 replies
  • 1 kudos
Latest Reply
priiyankapj91
New Contributor II
  • 1 kudos

I'm trying to take the quiz and get the badge for Gen AI Fundamentals, but unfortunately unable to do so as the login credentials aren't letting me in. Please advice where to find the link to take the quiz here.  

  • 1 kudos
2 More Replies
bk073
by New Contributor
  • 789 Views
  • 1 replies
  • 0 kudos

Unable to query foundation model

I was trying to run a query on the foundational model using the example given in the document. - https://docs.databricks.com/en/machine-learning/model-serving/score-foundation-models.html But I am getting errors. Is it the issue with the version or t...

  • 789 Views
  • 1 replies
  • 0 kudos
Latest Reply
Walter_C
Databricks Employee
  • 0 kudos

Can you share the error message that you are receiving?

  • 0 kudos
kanks987
by New Contributor
  • 1870 Views
  • 2 replies
  • 0 kudos

Assistance with Combined Filters in Databricks Vector Store Index

 Hi,I’m working with the Databricks vector store index and need to apply combined filters to retrieve chunks that meet specific criteria.My index contains the following columns: product_category, product_date, and description.Question 1: How can I re...

  • 1870 Views
  • 2 replies
  • 0 kudos
Latest Reply
altaysaid
New Contributor II
  • 0 kudos

How do we do multiple filters? for example I want to filter a vector store by two columns with an AND logic.

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1 More Replies
akinakinbiyi
by New Contributor III
  • 5817 Views
  • 5 replies
  • 4 kudos

Accessing Databricks Lab Materials

Hello Databrick Support,Why is it so complex to get access to the Lab Materials after subscription. Each time I tried accessing this materials, it show a message stating "The Course has ended and no longer accessible". If this message is accurate, wh...

  • 5817 Views
  • 5 replies
  • 4 kudos
Latest Reply
jmichaelbryan
New Contributor II
  • 4 kudos

Did this ever get resolved? I was taking the course and then stopped for a month or so to focus on other things. Now that I'm back, I can't see the labs from within the course.

  • 4 kudos
4 More Replies

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