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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
  • 15034 Views
  • 6 replies
  • 11 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
  • 15034 Views
  • 6 replies
  • 11 kudos
Latest Reply
KhileshKhubnani
New Contributor III
  • 11 kudos

Thanks for sharing 

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5 More Replies
Himali_K
by New Contributor II
  • 369 Views
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Not able to invoke model external model

I have followed below steps1) Created serving end point by for external model gpt-4-turbo and providing azure AI endpoint and key2) Now using langchain,  i am trying to connect and invoke message from model in notebook model = ChatDatabricks(target_u...

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Latest Reply
Kaniz_Fatma
Community Manager
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Hi @Himali_K, looks like it is a configuration or request issue. Check that the endpoint URL is correctly formatted and accessible, ensure the API key and permissions are correctly set, verify the ChatDatabricks model configuration, and make sure the...

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Ranjith_V
by New Contributor
  • 781 Views
  • 2 replies
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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
Kaniz_Fatma
Community Manager
  • 1 kudos

Hi @Ranjith_V, Hi, Thank you for reaching out to our community! We're here to help you. To ensure we provide you with the best support, could you please take a moment to review the response and choose the one that best answers your question? Your fee...

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ram0021
by New Contributor II
  • 223 Views
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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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Kaniz_Fatma
Community Manager
  • 0 kudos

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 Esteemed Contributor III
  • 192 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 II
  • 717 Views
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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 ...

  • 717 Views
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Latest Reply
raphaelblg
Esteemed Contributor III
  • 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
  • 1500 Views
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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
  • 1500 Views
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Latest Reply
galxy25
New Contributor II
  • 3 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 Valued Contributor
  • 577 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
  • 577 Views
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nitinkapse
by New Contributor
  • 4484 Views
  • 1 replies
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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 

  • 4484 Views
  • 1 replies
  • 1 kudos
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).  

  • 1 kudos
25Tabs
by New Contributor
  • 665 Views
  • 1 replies
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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...

  • 665 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
  • 893 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...

  • 893 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
  • 527 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...

  • 527 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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Sujitha
by Community Manager
  • 15034 Views
  • 6 replies
  • 11 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
  • 15034 Views
  • 6 replies
  • 11 kudos
Latest Reply
KhileshKhubnani
New Contributor III
  • 11 kudos

Thanks for sharing 

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5 More Replies
databreaks
by New Contributor
  • 1399 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?

  • 1399 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
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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?

  • 903 Views
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Latest Reply
AustinZaccor
Esteemed Contributor III
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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
  • 1094 Views
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DBRX vs GPT4

Which is the best

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Latest Reply
AustinZaccor
Esteemed Contributor III
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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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