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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
  • 18654 Views
  • 13 replies
  • 20 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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  • 18654 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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Muhammad_Umer
by New Contributor II
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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

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MattB
by New Contributor III
  • 59910 Views
  • 10 replies
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AI/BI Genie - Call

HiIs there any way to call a Genie space from a notebook and get the response ? Is there any API available?#genie, #databricksgenie, #databricks_genie

  • 59910 Views
  • 10 replies
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Latest Reply
jugi
New Contributor
  • 11 kudos

Also looking for integration of Genie Spaces into M365 Copilot as an Agent. Are there any APIs or even full integrations planned? 

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mayanksharma
by New Contributor
  • 39 Views
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Is It Possible to use genie as tool in agents?

Hello, community,I am currently exploring the agentic workflow surrounding Genie and would like to know if there are ways to effectively integrate or incorporate Genie as a tool within my existing agentic workflow. I am open to utilizing frameworks s...

  • 39 Views
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bryan1
by New Contributor II
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  • 7 replies
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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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Alberto_Umana
Databricks Employee
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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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620139
by New Contributor III
  • 1419 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...

  • 1419 Views
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Walter_C
Databricks Employee
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sure, happy to help, let us know in case you have additional questions

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infinitylearnin
by New Contributor III
  • 284 Views
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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...

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txti
by New Contributor III
  • 447 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...

  • 447 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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SandipCoder
by New Contributor II
  • 248 Views
  • 1 replies
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Issue with Lang Chain Agents

This is regarding Agentic framework. We are getting issues while invoking the lang chain agent and need your help to get some suggestions from your expert team to resolve this.As per our observation Agent is behaving bit weird while calling tools reg...

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  • 248 Views
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Alberto_Umana
Databricks Employee
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Hi @SandipCoder, About point 2, is it working intermittently or failing all the time?

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kumarsuresh
by New Contributor III
  • 3955 Views
  • 7 replies
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Gen AI course material

Databricks updated the Generative AI course https://partner-academy.databricks.com/learn/lp/315/generative-ai-engineering-pathway but the course material is missing in the partner academy. Does anybody know where to download the course material? 

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Latest Reply
WitjesDennis
New Contributor II
  • 0 kudos

Currently doing the course mentioned above on the partner platform: https://partner-academy.databricks.com/learn/learning-plans/315/generative-ai-engineering-pathwayHowever, the labs are not available in the Partner Databricks Academy Labs Catalog. H...

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mortenhaga
by Contributor
  • 26530 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...

  • 26530 Views
  • 2 replies
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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
  • 442 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:...

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Alberto_Umana
Databricks Employee
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@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
  • 2042 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.

  • 2042 Views
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  • 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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bk073
by New Contributor
  • 347 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...

  • 347 Views
  • 1 replies
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Walter_C
Databricks Employee
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Can you share the error message that you are receiving?

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kanks987
by New Contributor
  • 822 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...

  • 822 Views
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altaysaid
New Contributor II
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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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