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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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Data + AI Summit 2024 - Generative AI

Forum Posts

Sujitha
by Community Manager
  • 14263 Views
  • 6 replies
  • 10 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
  • 14263 Views
  • 6 replies
  • 10 kudos
Latest Reply
KhileshKhubnani
New Contributor II
  • 10 kudos

Thanks for sharing 

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Ranjith_V
by New Contributor
  • 64 Views
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Unity Catalog AI Generate for Column comments

I'm trying to use the AI generate feature to generate the comments for the table. Is there a way to accept all the comments at once instead of accepting each and every column one by one

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Latest Reply
Slash
New Contributor II
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Hi @Ranjith_V ,Unfortunately, as of now I don't think there is a way to do this. In UI there is no such an option, and REST API doesn't have any endpoint related to generating such comments. Probably this is something that will be added in the future...

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ram0021
by New Contributor II
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Not able to query serving endpoint thr UI consisting of logged pyfunc model calling DBRX endpoint

Hi All,I need some urgent help. I have created an serving endpoint through below code. The code logs in pyfunc model that internally calls DBRX endpoint. However when i query using below input i always get same error. Can someone please help me with ...

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Latest Reply
Kaniz_Fatma
Community Manager
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Hi @ram0021, Could you please ensure that the DBRX endpoint is functioning correctly and returning a valid JSON response? You can do this by testing the endpoint directly with a simple HTTP client (like curl or Postman) to see what it returns.

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User16859816802
by New Contributor
  • 27 Views
  • 1 replies
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Encountering Error While Launching the Generative AI Associate course Labs

Hi Guys,I had launched using our E2 Demo environment a 14.3 LTS ML Cluster (Scala 2.12), while executing the ClassRoom SetUp , I had facing multiple Exception.Even working my way with manually executing those scripts.Any Ideas on what could be wrong ...

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Kaniz_Fatma
Community Manager
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Hi @User16859816802, Databricks Runtime 14.3 LTS for Machine Learning (ML) provides a ready-to-go environment for ML and data science. It includes popular libraries like TensorFlow, PyTorch, and XGBoost. Could you please share the specific exceptions...

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Aminsn
by New Contributor
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Resolved! Building RAG without Catalog

All the tutorials I have seen about building a RAG within databricks involves using the Catalog option. For some reason my organization doesn't support that option and I can't use the unity catalog to build a RAG. Can I still use other features such ...

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raphaelblg
Honored Contributor II
  • 4 kudos

Hi @Aminsn, Having Unity Catalog enabled is a requirement for vector search. Source: Vector Search - Requirements. If you're referencing this tutorial Creating High Quality RAG Applications with Databricks I think that many of the required features a...

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luismolina
by New Contributor II
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Resolved! CORS - Endpoint issue with CORS

Hi, I have created an endpoint to return information from a RAG system, but when trying to be consumed by external apps, they got a CORS error because they are in a different domain and use javascript to call the API. How can I implement CORS in my e...

Generative AI
azure
Azure Databricks
  • 760 Views
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  • 4 kudos
Latest Reply
galxy25
New Contributor
  • 4 kudos

@Kaniz_Fatma My company is running into the same issue serving a model via REST API for a web application to call, and like @mcoffey I'm not able to see the CORs section after logging into the workspace as an admin and viewing the settings for the wo...

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MichTalebzadeh
by Contributor III
  • 60 Views
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Review of the First 20 Pages of "The Big Book of Generative AI from Databricks"

Summary"The Big Book of Generative AI from Databricks" provides a comprehensive guide to these critical questions and more, offering valuable insights into the tools and skills required for successful GenAI implementation. By addressing these questio...

review 20 pages of databricks big book.PNG
Generative AI
ArtificialIntelligence
datascience
GenAI
Innovation
MachineLearning
  • 60 Views
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MattB
by New Contributor II
  • 3245 Views
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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

  • 3245 Views
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Latest Reply
jAAmes_bentley
New Contributor II
  • 3 kudos

Hi @MattB, did you manage to get much further with this? We currently have the same question, but you are correct that there is no information (which I could find) about serving a Genie endpoint either on the link provided by @Kaniz_Fatma or on the m...

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nitinkapse
by New Contributor
  • 488 Views
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GAI Lab practice

Hi DBs Team,   Do you have lab environment for GAI assignments practice?How can I subscribe to it? Regards,Nitin Kapse 

  • 488 Views
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Latest Reply
Kaniz_Fatma
Community Manager
  • 1 kudos

Hi @nitinkapse, Thank you for sharing your concern with us!  To expedite your request, please list your concerns on our ticketing portal. Our support staff would be able to act faster on the resolution (our standard resolution time is 24-48 hours).  

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25Tabs
by New Contributor
  • 330 Views
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Automate AI comment generation for columns

Hello, I have a question regarding the new AI Comment generation feature. Is it possbile to use this feature without using the UI. Currently i have to accept every suggested comment one-by-one. Is there a feature / SQL or Phython Statement that i can...

  • 330 Views
  • 1 replies
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Latest Reply
Kaniz_Fatma
Community Manager
  • 0 kudos

Hi @25Tabs, Unfortunately, there is currently no built-in SQL or Python method to automatically update multiple tables and columns with AI-generated comments in Databricks without using the UI. The AI comment generation feature is primarily designed ...

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akinakinbiyi
by New Contributor II
  • 310 Views
  • 4 replies
  • 2 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...

  • 310 Views
  • 4 replies
  • 2 kudos
Latest Reply
asheshcs
New Contributor II
  • 2 kudos

Hi Databricks Support team,I am facing the same issue (This course has ended and no longer accessible) while accessing the labs " SP Lab Environment: Generative AI Solution Development LTI" for course Generative AI Engineering with Databricks. I have...

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ShankarM
by New Contributor III
  • 197 Views
  • 2 replies
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Gen AI governance and compliance

I have few questions for which I am looking for answers in Databricks context. 1. Plagiarism and Originality   How do we address the issue of plagiarism, where similar code, solutions, or documentation may be generated for similar prompts globally, p...

  • 197 Views
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Latest Reply
ShankarM
New Contributor III
  • 2 kudos

Thanks @Kaniz_Fatma I am looking for specific solutions on how this can be implemented in databricks for each of the above points. What tools/frameworks/functions can be used. I understand that it will depend on use cases but if you can take one exam...

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1 More Replies
Sujitha
by Community Manager
  • 14263 Views
  • 6 replies
  • 10 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
  • 14263 Views
  • 6 replies
  • 10 kudos
Latest Reply
KhileshKhubnani
New Contributor II
  • 10 kudos

Thanks for sharing 

  • 10 kudos
5 More Replies
databreaks
by New Contributor
  • 776 Views
  • 2 replies
  • 1 kudos

Any advantage with knowledge graphs in RAG + LLM use cases?

In Gartner conference I heard about knowledge graph would be useful in giving better context to LLM models... haven't seen anyone actually talking about that angle. Any LLM guru's chime in with your views please?

  • 776 Views
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Latest Reply
oquintana
New Contributor II
  • 1 kudos

Microsoft released a repo for Graph Rag, with a subrepo for aceleration using Azure infraestructure. Perhaps, Databricks working on Azure cloud may take advantage of the aceleration subrepo.https://microsoft.github.io/graphrag/

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MaheshPS
by New Contributor
  • 720 Views
  • 1 replies
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DBRX: Associating ROI of any implementation

Hi, how can one go about assessing the value created due to the implementation of DBRX?

  • 720 Views
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Latest Reply
AustinZaccor
New Contributor III
  • 0 kudos

Hi @MaheshPS, great question, if not a little abstract. There are probably as many ways to measure the ROI of using DBRX as there are use cases for it, but let's try to focus on some more concrete examples.  If you use DBRX as part of an internal kno...

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Kk17
by New Contributor
  • 809 Views
  • 2 replies
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DBRX vs GPT4

Which is the best

  • 809 Views
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Latest Reply
AustinZaccor
New Contributor III
  • 0 kudos

Hi @Kk17 , it really depends on what you value most. If you value leaderboard scores and model output quality above all else, then GPT-4 is generally the stronger of the two models. However, GPT-4 also costs nearly $40 per million tokens, your reques...

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