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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
  • 32395 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 ...

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  • 32395 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...

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21 More Replies
aliciachimeno
by New Contributor III
  • 3667 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...

  • 3667 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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1 More Replies
vipintyagi
by New Contributor II
  • 2691 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 ...

  • 2691 Views
  • 2 replies
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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
  • 14845 Views
  • 1 replies
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Genie Space

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

  • 14845 Views
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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
  • 3746 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...

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  • 3746 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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jericksoncea
by New Contributor III
  • 8466 Views
  • 11 replies
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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...

  • 8466 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
  • 772 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...

  • 772 Views
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txti
by New Contributor III
  • 5076 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...

  • 5076 Views
  • 7 replies
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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
  • 34443 Views
  • 2 replies
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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...

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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?

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javieryw
by New Contributor
  • 1546 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:...

  • 1546 Views
  • 1 replies
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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...

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Anureka
by New Contributor II
  • 3212 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.

  • 3212 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.  

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2 More Replies
bk073
by New Contributor
  • 875 Views
  • 1 replies
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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...

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

Can you share the error message that you are receiving?

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kanks987
by New Contributor
  • 2132 Views
  • 2 replies
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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...

  • 2132 Views
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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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akinakinbiyi
by New Contributor III
  • 6484 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...

  • 6484 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.

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4 More Replies
Rafael2
by New Contributor
  • 4422 Views
  • 1 replies
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Preventing Genie from Returning Empty Tables as Responses

Hello! I am implementing the use of a Genie Room in my company. During development, we are encountering several situations where Genie returns an empty table.I understand that an empty table is always an error—either due to a mistake in the user's qu...

  • 4422 Views
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Latest Reply
Takuya-Omi
Valued Contributor III
  • 0 kudos

I found this to be a very interesting approach.One important point to consider is that an empty result can also carry meaning. With this in mind, I provided the following instructions to Genie:When a user's query results in an empty table, first dete...

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maltasa
by New Contributor II
  • 1475 Views
  • 1 replies
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Large datasets in Databricks

How can I efficiently handle large datasets in Databricks when performing group-by operations to avoid out-of-memory errors? Are there any best practices or optimizations for improving performance, such as partitioning or caching, especially when wor...

  • 1475 Views
  • 1 replies
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Latest Reply
Takuya-Omi
Valued Contributor III
  • 0 kudos

Hi, @maltasa I believe this article might help answer your question.Comprehensive Guide to Optimize Databricks, Spark and Delta Lake Workloads 

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