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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 Databricks Employee
  • 16842 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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  • 16842 Views
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Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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12 More Replies
idreesm
by New Contributor
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Data Engineering

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

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Anureka
by New Contributor II
  • 1606 Views
  • 1 replies
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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.

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Latest Reply
Anureka
New Contributor II
  • 1 kudos

Thank you @Retired_mod i have logged the ticket. Your request #00482921 has been received. 

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cmunteanu
by Contributor
  • 6289 Views
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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...

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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
  • 2707 Views
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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 ...

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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.

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Amit_Dass_Chmp
by New Contributor III
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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...

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mhiltner
Databricks Employee
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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
  • 2942 Views
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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...

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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
  • 5373 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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Ajay-Pandey
Esteemed Contributor III
  • 5 kudos

Thanks for sharing!

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pdiegop
by New Contributor II
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  • 5 replies
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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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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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Sujitha
by Databricks Employee
  • 911 Views
  • 0 replies
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Share Your Thoughts on DBRX: We Want to Hear from You!

Hey there! We unveiled DBRX last Friday and we are eager to hear your thoughts! Did you catch the announcement? Drop a comment below and let us know what you think! Your feedback means the world to us. #DBRXFeedback

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Sujitha
by Databricks Employee
  • 13135 Views
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Drive Value With Generative AI

Join us this March to see how generative AI can drive value. Build your own LLM trained on your data with Databricks’ new MPT model: Mosaic AI. Imagine if you could train and deploy your own LLM — customized with your own data that gives accurate res...

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eniaos
New Contributor II
  • 1 kudos

Hi @Sujitha, thank you for the great initiative. Will the recording of the event be available afterwards?

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Hubert-Dudek
by Esteemed Contributor III
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SQL AI functions

Recently, many AI SQL functions have been added to databricks. They are using the foundation model API and currently Mixtral-8x7B Instruct.Which one is your favourite one? Do you have ideas for another such function?

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stephen378
New Contributor II
  • 4 kudos

As far as I know, Databricks has introduced AI functions, which are built-in SQL functions that allow you to access and serve large language models (LLMs) directly from SQL. One of the LLMs that you can use with AI functions is Mixtral-8x7B Instruct,...

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