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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
  • 19504 Views
  • 13 replies
  • 22 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
  • 19504 Views
  • 13 replies
  • 22 kudos
Latest Reply
Ayushi01
New Contributor II
  • 22 kudos

How to access the playground?

  • 22 kudos
12 More Replies
620139
by New Contributor III
  • 2367 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...

  • 2367 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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infinitylearnin
by New Contributor III
  • 431 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...

  • 431 Views
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txti
by New Contributor III
  • 1024 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...

  • 1024 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
  • 397 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...

SandipCoder_0-1736512522115.png SandipCoder_1-1736512522122.png
  • 397 Views
  • 1 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

Hi @SandipCoder, About point 2, is it working intermittently or failing all the time?

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kumarsuresh
by New Contributor III
  • 4356 Views
  • 7 replies
  • 0 kudos

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? 

  • 4356 Views
  • 7 replies
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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
  • 32447 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...

  • 32447 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?

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javieryw
by New Contributor
  • 627 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:...

  • 627 Views
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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
  • 2251 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.

  • 2251 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
  • 483 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...

  • 483 Views
  • 1 replies
  • 0 kudos
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
  • 1056 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...

  • 1056 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
  • 3268 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...

  • 3268 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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skrishnaprasad
by New Contributor III
  • 749 Views
  • 2 replies
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Vector Index format.

On of the key benefits of a delta table format is that it's open.  Is this also the case for vector indexes as well? If so where could I find it's specification?In Databricks today, we see that we can create and manage a vector index using API's. (ht...

  • 749 Views
  • 2 replies
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Latest Reply
Alberto_Umana
Databricks Employee
  • 0 kudos

The Delta table format is indeed open, which is one of its key benefits. However, the same cannot be said for vector indexes. The specifications for vector indexes are not openly available in the same way as Delta tables.   Regarding the creation and...

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ChrisChan
by New Contributor III
  • 1860 Views
  • 5 replies
  • 5 kudos

Resolved! Databricks AI Genie - Data Security and Thrid Party Platform

I am currently exploring the possibility of using Databricks AI Genie to allow layman users to ask questions and retrieve data on their own.We would like to keep the data in our warehouse (e.g., Snowflake or local). I read the documentation, but it s...

  • 1860 Views
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Latest Reply
Rjdudley
Honored Contributor
  • 5 kudos

I'll take a stab at "Also, how secure is Genie AI?" since I've dug into this for our own uses. There aren't many moving parts to Genie, it's really just a fine-tuned LLM and the rest is the same stuff you use in your notebooks.The most insecure part ...

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Rafael2
by New Contributor
  • 1005 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...

  • 1005 Views
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Latest Reply
Takuya-Omi
Valued Contributor II
  • 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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