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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 Community Manager
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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
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Latest Reply
KhileshKhubnani
New Contributor III
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Thanks for sharing 

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JayYoon
by New Contributor
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Is image to text model available in databricks?

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

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Latest Reply
AustinZaccor
Esteemed Contributor III
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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
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Resolved! 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
Kaniz_Fatma
Community Manager
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Hi @prasadvaze,  Unfortunately, the UI doesn’t directly support creating an index on multiple columns.However, you can create separate indexes for each source column (one per column).To achieve searching on both columns, you’ll need to query both ind...

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Himali_K
by New Contributor II
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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
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Resolved! 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...

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mortenhaga
Contributor
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Thanks @Kaniz_Fatma ! 

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JUNNIE_J
by New Contributor II
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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-...

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Kaniz_Fatma
Community Manager
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Hi @JUNNIE_J, To resolve this issue, try creating a new session by calling the get_db() function again. Modify the get_chain() function to include a check for an existing session and create a new session if the existing one has expired1.Ensure that y...

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sarenity
by New Contributor
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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 ...

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

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mayank_gupta
by New Contributor II
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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
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Latest Reply
NandiniN
Esteemed Contributor III
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Latest here: https://docs.databricks.com/en/machine-learning/model-serving/function-calling.html

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vaidhaicha
by New Contributor II
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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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Latest Reply
Kaniz_Fatma
Community Manager
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Hi @vaidhaicha, Azure Databricks provides model-serving endpoints for deploying custom models. You can use the following methods to create endpoints: Serving UI: In the Databricks workspace, click on “Serving” in the sidebar.Create a serving endpoint...

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kumarsuresh
by New Contributor III
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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? 

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Latest Reply
ScottSmithDB
Esteemed Contributor III
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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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RamanaP
by New Contributor
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GenAI

Great sessions on GenAI App Quality Evaluations

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Pwnagarawal
by New Contributor
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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

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