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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
  • 35181 Views
  • 22 replies
  • 47 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
  • 35181 Views
  • 22 replies
  • 47 kudos
Latest Reply
Darshan137
New Contributor II
  • 47 kudos

Dear Certifications TeamI have completed full Generative AI Engineering Pathway, so I received module wise knowledge badge but I didn't received the overall certificate which mentioned in description which is Generative AI Engineer with one Star. Req...

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Kk17
by New Contributor
  • 3169 Views
  • 2 replies
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DBRX vs GPT4

Which is the best

  • 3169 Views
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Latest Reply
AustinZaccor
Databricks Employee
  • 0 kudos

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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1 More Replies
JayYoon
by New Contributor
  • 3562 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?

  • 3562 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
  • 4240 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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Himali_K
by New Contributor II
  • 2198 Views
  • 1 replies
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  • 2198 Views
  • 1 replies
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Latest Reply
dbrx_user
Databricks Partner
  • 0 kudos

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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JUNNIE_J
by New Contributor II
  • 2311 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-...

  • 2311 Views
  • 1 replies
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sarenity
by New Contributor
  • 5508 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 ...

  • 5508 Views
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Latest Reply
NandiniN
Databricks Employee
  • 0 kudos

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

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3 More Replies
mayank_gupta
by Databricks Partner
  • 9089 Views
  • 8 replies
  • 1 kudos

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
  • 9089 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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7 More Replies
vaidhaicha
by New Contributor II
  • 2059 Views
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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 ...

  • 2059 Views
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RamanaP
by New Contributor
  • 2678 Views
  • 0 replies
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GenAI

Great sessions on GenAI App Quality Evaluations

  • 2678 Views
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Pwnagarawal
by New Contributor
  • 1655 Views
  • 0 replies
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DAIS 2024

Great introductory sessions on Generative AI use-cases and helpful tips/tricks to stay course on the path to take advantage of LLMs/RAG based solutions

  • 1655 Views
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peterlandis
by New Contributor II
  • 1778 Views
  • 0 replies
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Mosaic AI Agent Framework

Has anyone tried Mosaic AI Agent Framework and does it support custom chunking strategies like agentic or semantic?

  • 1778 Views
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