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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
  • 17770 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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  • 17770 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

  • 20 kudos
12 More Replies
pvalluri
by New Contributor
  • 482 Views
  • 1 replies
  • 0 kudos

Need help with GenAi and Langchain resources

I am new to Databricks, I need help with resources related to GenAi and Langchain. 

  • 482 Views
  • 1 replies
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Latest Reply
akshi
New Contributor II
  • 0 kudos

There are lot of short courses on deeplearning.ai that you can start with. It’s free and led by all industry experts and practitioners.

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Arahan00
by New Contributor
  • 323 Views
  • 0 replies
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Foundation Model Prompt Retention

Does anyone have more detail about usage of foundation models allowing Databricks to retain prompts & responses for up to 30 days? 

  • 323 Views
  • 0 replies
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idreesm
by New Contributor
  • 1274 Views
  • 0 replies
  • 0 kudos

Data Engineering

Hello I am a new user and it is a great place to meet data folks.

  • 1274 Views
  • 0 replies
  • 0 kudos
cmunteanu
by Contributor
  • 6511 Views
  • 2 replies
  • 1 kudos

Resolved! Dbdemo: LLM Chatbot With Retrieval Augmented Generation (RAG)

Hello All,I am trying to follow the dbdemo called 'llm-rag-chatbot' available at the following link. The setup works Ok, and I have imported from the Databricks Marketplace an embedding model that is:bge_large_en_v1_5Running the notebook called: 01-D...

  • 6511 Views
  • 2 replies
  • 1 kudos
Latest Reply
jbellidocaceres
New Contributor II
  • 1 kudos

Hi  @Retired_mod  and  @cmunteanu  , I am having exactly the same problem to create the vector index and it seems that there could be a bug in the demo. What confuses me is that and even when using the Databricks UI, I can not manage to create the ve...

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jbellidocaceres
by New Contributor II
  • 2749 Views
  • 1 replies
  • 1 kudos

can't run the agent-studio RAG DBRX chatbot example

Hi,  I have apparently successfully the deployed the agent-studio RAG DBRX and  chatbot example from:https://github.com/rmosleydb/agent-studioHowever, when entering a question in the chatbot box, I get an error message. The  error says that it can't ...

  • 2749 Views
  • 1 replies
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Latest Reply
jbellidocaceres
New Contributor II
  • 1 kudos

Hi @Retired_mod ,  thank you for the hints. I will give a closer look to the  input schema and the Vector Search endpoint.

  • 1 kudos
Amit_Dass_Chmp
by New Contributor III
  • 1383 Views
  • 1 replies
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How we can choose the right LLM model, also considering the cost.

Hi All, I understand we are in the evaluation journey where we have 100+ LLMs (Open or Proprietary models ), but please guide us on how we can choose the right LLM model, also considering the cost. Do we have any benchmark to follow considering the u...

  • 1383 Views
  • 1 replies
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Latest Reply
mhiltner
Databricks Employee
  • 0 kudos

Hey! It depends a lot on your application. Different LLMs excel in different functions. Proprietary models will be more expensive then Open Source ones, but they will likely lead you to a faster time to production with your applications.  Also, if yo...

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Gromduraz
by New Contributor II
  • 3014 Views
  • 1 replies
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Trouble Using Foundation Models API with Instructor

Hello,I'm attempting to use the instructor library for validating the output of a foundation model (DBRX in this case). Here's my code: import instructor from instructor.client import Instructor from pydantic import BaseModel from openai import OpenA...

  • 3014 Views
  • 1 replies
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Latest Reply
Gromduraz
New Contributor II
  • 0 kudos

Reviewing my posted code I should mention that the 'tool_choice' argument I'm passing is a default argument of the OpenAI client object. The code still breaks in the same way if I remove that argument from the function call. I think this is out of my...

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Sujitha
by Databricks Employee
  • 5500 Views
  • 1 replies
  • 5 kudos

How to successfully build GenAI applications

The Big Book of Generative AI brings together best practices and know-how for building production-quality GenAI applications. You’ll find technical content and code samples that will help you do everything from deploying your first application to bui...

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  • 5500 Views
  • 1 replies
  • 5 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 5 kudos

Thanks for sharing!

  • 5 kudos
pdiegop
by New Contributor II
  • 4823 Views
  • 5 replies
  • 1 kudos

Databricks Foundation Model APIs not present in the interface

The Foundation Model are not displayed in the Serving Endpoint pageAm I missing something?Thanks

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  • 4823 Views
  • 5 replies
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Latest Reply
cmunteanu
Contributor
  • 1 kudos

Hello @pdiegop , seems that the option that we are looking for, which is: Foundation Model APIs (pay-per-token) is only available in certain regions. Check - out the Region availability table in this link. I am in the westeurope region, therefore, I ...

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