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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
  • 18872 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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  • 18872 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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Amit_Dass_Chmp
by New Contributor III
  • 1482 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...

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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
  • 3105 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...

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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
  • 5681 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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  • 5681 Views
  • 1 replies
  • 5 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 5 kudos

Thanks for sharing!

  • 5 kudos
pdiegop
by New Contributor II
  • 4921 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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  • 4921 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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Sujitha
by Databricks Employee
  • 947 Views
  • 0 replies
  • 2 kudos

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

  • 947 Views
  • 0 replies
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Sujitha
by Databricks Employee
  • 13299 Views
  • 2 replies
  • 1 kudos

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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  • 13299 Views
  • 2 replies
  • 1 kudos
Latest Reply
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
  • 27714 Views
  • 2 replies
  • 4 kudos

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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Mathew
by New Contributor
  • 11453 Views
  • 0 replies
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How can I utilize multiple GPUs from multiple nodes in Databricks

I am currently experimenting with the whisper model for batchwise inference on Databricks and have successfully utilized multiple instances of the model by accessing multiple GPUs available in the driver node. However, I am wondering how I can levera...

  • 11453 Views
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raduq
by Contributor
  • 17330 Views
  • 1 replies
  • 1 kudos

Resolved! Why does the Generative AI Engineering Pathway not available?

I just saw the Databricks announcement on Twitter about the launch of the GenAI Engineer Pathway certification and I wanted to start learning.https://twitter.com/databricks/status/1756721509224108353But when logging into the Academy, they are all loc...

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  • 17330 Views
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Latest Reply
raduq
Contributor
  • 1 kudos

I'm a bit of a noob with the Academy interface, found the way to enroll. We actually have to search the catalog for the course and then if you find it from there, you can select it from the list and an "Enroll" button will appear and allow you to sta...

  • 1 kudos
Sujitha
by Databricks Employee
  • 13723 Views
  • 1 replies
  • 0 kudos

Boost your data & AI skills with our latest offerings: Databricks Academy Labs and Blended Learning

From the data + AI experts, today, we're announcing two unique ways that practitioners can leverage leading-edge technologies – Databricks Academy Labs and Blended Learning. Databricks Academy Labs are on-demand, hands-on guided lab experiences in Da...

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  • 13723 Views
  • 1 replies
  • 0 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 0 kudos

Thank you for sharing

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pdiegop
by New Contributor II
  • 2567 Views
  • 2 replies
  • 0 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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  • 2567 Views
  • 2 replies
  • 0 kudos
Latest Reply
pdiegop
New Contributor II
  • 0 kudos

Hi @Walter_C webapp_2024-01-19_08.14.35Z_master_4143c9b9_1139299051 I have all the Experimental Features enabled, is there something else to activate? ThanksDiego 

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