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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
  • 28655 Views
  • 18 replies
  • 32 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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  • 28655 Views
  • 18 replies
  • 32 kudos
Latest Reply
AIChief
New Contributor II
  • 32 kudos

thanks for sharing

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17 More Replies
idreesm
by New Contributor
  • 1977 Views
  • 0 replies
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Data Engineering

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

  • 1977 Views
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cmunteanu
by Contributor
  • 8391 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...

  • 8391 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
  • 3264 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 ...

  • 3264 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
  • 2276 Views
  • 1 replies
  • 0 kudos

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...

  • 2276 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
  • 3914 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...

  • 3914 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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pdiegop
by New Contributor II
  • 6214 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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  • 6214 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
  • 1241 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

  • 1241 Views
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Sujitha
by Databricks Employee
  • 13956 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...

2024-01-The-Gen-AI-Payoff-in-2024-BRR-Ad-300x250-2x.png
  • 13956 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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1 More Replies
Hubert-Dudek
by Esteemed Contributor III
  • 38743 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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  • 38743 Views
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Latest Reply
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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1 More Replies
Mathew
by New Contributor
  • 12280 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...

  • 12280 Views
  • 0 replies
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raduq
by Contributor
  • 18348 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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  • 18348 Views
  • 1 replies
  • 1 kudos
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
  • 14221 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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  • 14221 Views
  • 1 replies
  • 0 kudos
Latest Reply
jose_gonzalez
Databricks Employee
  • 0 kudos

Thank you for sharing

  • 0 kudos

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