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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
  • 16999 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
  • 16999 Views
  • 13 replies
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Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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12 More Replies
nitinkapse
by New Contributor
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GAI Lab practice

Hi DBs Team,   Do you have lab environment for GAI assignments practice?How can I subscribe to it? Regards,Nitin Kapse 

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25Tabs
by New Contributor
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Automate AI comment generation for columns

Hello, I have a question regarding the new AI Comment generation feature. Is it possbile to use this feature without using the UI. Currently i have to accept every suggested comment one-by-one. Is there a feature / SQL or Phython Statement that i can...

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ShankarM
by New Contributor III
  • 913 Views
  • 1 replies
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Gen AI governance and compliance

I have few questions for which I am looking for answers in Databricks context. 1. Plagiarism and Originality   How do we address the issue of plagiarism, where similar code, solutions, or documentation may be generated for similar prompts globally, p...

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Latest Reply
ShankarM
New Contributor III
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Thanks @Retired_mod I am looking for specific solutions on how this can be implemented in databricks for each of the above points. What tools/frameworks/functions can be used. I understand that it will depend on use cases but if you can take one exam...

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databreaks
by New Contributor
  • 2312 Views
  • 2 replies
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Any advantage with knowledge graphs in RAG + LLM use cases?

In Gartner conference I heard about knowledge graph would be useful in giving better context to LLM models... haven't seen anyone actually talking about that angle. Any LLM guru's chime in with your views please?

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Latest Reply
oquintana
New Contributor II
  • 1 kudos

Microsoft released a repo for Graph Rag, with a subrepo for aceleration using Azure infraestructure. Perhaps, Databricks working on Azure cloud may take advantage of the aceleration subrepo.https://microsoft.github.io/graphrag/

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MaheshPS
by New Contributor
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DBRX: Associating ROI of any implementation

Hi, how can one go about assessing the value created due to the implementation of DBRX?

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Latest Reply
AustinZaccor
Databricks Employee
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Hi @MaheshPS, great question, if not a little abstract. There are probably as many ways to measure the ROI of using DBRX as there are use cases for it, but let's try to focus on some more concrete examples.  If you use DBRX as part of an internal kno...

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Kk17
by New Contributor
  • 1406 Views
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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
  • 1272 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?

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Latest Reply
AustinZaccor
Databricks Employee
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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
  • 2029 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
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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
  • 14754 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...

  • 14754 Views
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Latest Reply
mortenhaga
Contributor
  • 1 kudos

Thanks @Retired_mod ! 

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JUNNIE_J
by New Contributor II
  • 1219 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-...

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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
  • 3242 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 ...

  • 3242 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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mayank_gupta
by New Contributor II
  • 5842 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
  • 5842 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
  • 1597 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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