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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
  • 16565 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
  • 16565 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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Kk17
by New Contributor
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DBRX vs GPT4

Which is the best

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Latest Reply
AustinZaccor
Databricks Employee
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Hi @Kk17 , it really depends on what you value most. If you value leaderboard scores and model output quality above all else, then GPT-4 is generally the stronger of the two models. However, GPT-4 also costs nearly $40 per million tokens, your reques...

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JayYoon
by New Contributor
  • 1147 Views
  • 1 replies
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Is image to text model available in databricks?

I am interested in trying databricks' native image-to-text model available?

  • 1147 Views
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Latest Reply
AustinZaccor
Databricks Employee
  • 0 kudos

Image to text is not currently available as a native model in Databricks, but we did recently release Shutterstock ImageAI, powered by Databricks for text to image capabilities. To learn more about that, please see the related blog post from June.  I...

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prasadvaze
by Valued Contributor II
  • 1843 Views
  • 1 replies
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How to to create vector search index on multiple columns in the delta table

I want to create vector search index on a delta table using multiple "Embedding source column" from the table.  I don't see an option to choose multiple columns so what's the alternative?  create index per source column?  so multiple indexes for sing...

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Latest Reply
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I want to create vector search index on a delta table using multiple "Embedding source column" from the table.  I don't see an option to choose multiple columns so what's the alternative?  create index per source column?  so multiple indexes for sing...

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Himali_K
by New Contributor II
  • 951 Views
  • 1 replies
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  • 951 Views
  • 1 replies
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Latest Reply
dbrx_user
New Contributor III
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Use the OpenAI API. They have a comprehensive guide with lots of example code here: Quickstart tutorial - OpenAI APIJust remember to save your API keys as databricks secrets and access them wit dbutils.secrets - Secret management | Databricks on AWS

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mortenhaga
by Contributor
  • 14306 Views
  • 1 replies
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Databricks Genie

Hi allWe have just started a little mini project on using Genie and up until now, our experience is very positive. Therefore, Im interested in more documentation and learning materials other than what Databricks officially has (https://docs.databrick...

  • 14306 Views
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Latest Reply
mortenhaga
Contributor
  • 1 kudos

Thanks @Retired_mod ! 

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JUNNIE_J
by New Contributor II
  • 1161 Views
  • 1 replies
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DatabaseError (databricks.sql.exc.DatabaseError) Invalid SessionHandle in LangChain SQL chain

When creating a SQL Chatbot with LangChain SQLDatabase chain, Databricks database, and OpenAI model, I got a "Invalid SessionHandle" Error.Code of creating the SQL Chain:<code>llm = ChatOpenAI(temperature=0, openai_api_key=api_key, model_name='gpt-4-...

  • 1161 Views
  • 1 replies
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Latest Reply
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When creating a SQL Chatbot with LangChain SQLDatabase chain, Databricks database, and OpenAI model, I got a "Invalid SessionHandle" Error.Code of creating the SQL Chain:<code>llm = ChatOpenAI(temperature=0, openai_api_key=api_key, model_name='gpt-4-...

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sarenity
by New Contributor
  • 3156 Views
  • 4 replies
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Can't use tool type role with DBRX

Error code: 404 - {'error_code': 'FEATURE_DISABLED', 'message': 'FEATURE_DISABLED: Tool Calling is not enabled for this workspace'}Receiving this error when trying to complete chat using tools. How to enable tool calling feature?I am posting for the ...

  • 3156 Views
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Latest Reply
NandiniN
Databricks Employee
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Latest here: https://docs.databricks.com/en/machine-learning/model-serving/function-calling.html

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3 More Replies
mayank_gupta
by New Contributor II
  • 5674 Views
  • 8 replies
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Not able to use tool type role with DBRX endpoint

Error code: 404 - {'error_code': 'FEATURE_DISABLED', 'message': 'FEATURE_DISABLED: Tool Calling is not enabled for this workspace'}Receiving this error when trying to complete chat using tools. How to enable tool calling feature?I am posting for the ...

Generative AI
DBRX
model endpoint
  • 5674 Views
  • 8 replies
  • 1 kudos
Latest Reply
NandiniN
Databricks Employee
  • 1 kudos

Latest here: https://docs.databricks.com/en/machine-learning/model-serving/function-calling.html

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kumarsuresh
by New Contributor III
  • 2478 Views
  • 3 replies
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Gen AI course material

Databricks updated the Generative AI course https://partner-academy.databricks.com/learn/lp/315/generative-ai-engineering-pathway but the course material is missing in the partner academy. Does anybody know where to download the course material? 

  • 2478 Views
  • 3 replies
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Latest Reply
ScottSmithDB
Databricks Employee
  • 0 kudos

Hi @kumarsuresh , It looks like you may only have a personal email associated with your account.  That may be causing the issue.  If you have a partner or customer domain email you might try creating a new account with that email and then submit a ti...

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vaidhaicha
by New Contributor II
  • 1574 Views
  • 0 replies
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databricks as an api

Hi ,In my databricks notebook , I would like to do some processing like calling an openAI model and generating the resonse. Now frontend(react)  will call my notebook and my notebook should be executed and generate some response .Now this response I ...

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RamanaP
by New Contributor
  • 2209 Views
  • 0 replies
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GenAI

Great sessions on GenAI App Quality Evaluations

  • 2209 Views
  • 0 replies
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