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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
  • 18679 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 ...

Screenshot 2024-01-24 at 11.32.01 PM.png
  • 18679 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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12 More Replies
yashshingvi
by New Contributor
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Unable to add dependencies to mlflow.langchain.log_model

Hello,I'm doing this-with mlflow.start_run(run_name="run1"): logged_chain_info = mlflow.langchain.log_model( # lc_model=os.path.join(os.getcwd(), 'full_chain'), this doesnt work too lc_model='/Workspace/Users/{user_name}/exp/d...

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Himali_K
by New Contributor II
  • 683 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...

  • 683 Views
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Ranjith_V
by New Contributor
  • 1875 Views
  • 1 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
szymon_dybczak
Esteemed Contributor III
  • 1 kudos

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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Aminsn
by New Contributor II
  • 2320 Views
  • 3 replies
  • 4 kudos

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 ...

  • 2320 Views
  • 3 replies
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Latest Reply
raphaelblg
Databricks Employee
  • 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
  • 2463 Views
  • 3 replies
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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
  • 2463 Views
  • 3 replies
  • 3 kudos
Latest Reply
galxy25
New Contributor II
  • 3 kudos

@Retired_mod 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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2 More Replies
MichTalebzadeh
by Valued Contributor
  • 1577 Views
  • 0 replies
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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
  • 1577 Views
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ram0021
by New Contributor II
  • 636 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 ...

  • 636 Views
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nitinkapse
by New Contributor
  • 5432 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 

  • 5432 Views
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25Tabs
by New Contributor
  • 922 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...

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ShankarM
by Contributor
  • 995 Views
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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...

  • 995 Views
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Latest Reply
ShankarM
Contributor
  • 0 kudos

Thanks @Retired_mod 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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databreaks
by New Contributor
  • 2536 Views
  • 2 replies
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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?

  • 2536 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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  • 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?

  • 1073 Views
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Latest Reply
AustinZaccor
Databricks Employee
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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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