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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
  • 16978 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
  • 16978 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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tholers
by New Contributor
  • 474 Views
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Data security when using Databricks Foundation Model endpoints

Hi Databricks,My client is considering using Databricks as the solution to their RAG chatbot framework. We are testing on the Databrick's demo tutorial on its own documentation data (pdf files). The tutorial is provided at: 00-RAG-chatbot-Introductio...

  • 474 Views
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monke64
by New Contributor
  • 523 Views
  • 1 replies
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Using generative AI to generate descriptions

Hi all, I would like to check if there is a function in databricks notebook that allows users to get AI generated descriptions of dataframes within the session similar to the AI generated descriptions for tables? This is because I am wondering it it ...

  • 523 Views
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Latest Reply
vikasgautam
Databricks Employee
  • 0 kudos

You can use ai_query function to achieve this in SQL. It takes an LLM endpoint and a prompt as input. Here's an example with DBRX and a specific Indian manufacturing industry-related prompt. create or replace function ai_create_table_metadata (table...

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mortenhaga2
by New Contributor III
  • 3517 Views
  • 7 replies
  • 2 kudos

Resolved! Genie: Cant upvote/downvote, cant edit queries nor view other results

Hi allI have been trying to get some feedback on this before, but since this is important to if and how my organization is going to adopt this tool, I need some help on this:For me as an account admin and workspace admin, my problem is that I cant up...

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  • 3517 Views
  • 7 replies
  • 2 kudos
Latest Reply
holly
Databricks Employee
  • 2 kudos

Amazing user story - this has been great for our internal discussions, thank you

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6 More Replies
SandipCoder
by New Contributor
  • 1098 Views
  • 2 replies
  • 1 kudos

Databricks SQL Agent is failing

Goal :I want to build one Databricks SQL Agent using that any Databricks users can interact with a specified schema in Unity Catalog and generate insights on their data.Followed the url as reference :https://docs.databricks.com/en/large-language-mode...

  • 1098 Views
  • 2 replies
  • 1 kudos
Latest Reply
amaan784
New Contributor II
  • 1 kudos

Following up on @Walter_C insights, I encountered the same issue and wanted to share the complete steps I took to fully resolve the issue:1) Upgrade SQLAlchemy: Running the following command before any other code resolved the sqlalchemy.types error: ...

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xisco891
by New Contributor II
  • 1290 Views
  • 5 replies
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Resolved! Github Repo linked to Generative AI with databricks

Hi guys, I would like to add the repo linked to the "Generative AI with Databricks" course. Do you know where I could find the repo with the notebooks that get shown in the demos in that course?. Best

  • 1290 Views
  • 5 replies
  • 1 kudos
Latest Reply
xisco891
New Contributor II
  • 1 kudos

Thanks!

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4 More Replies
SandipCoder
by New Contributor
  • 949 Views
  • 1 replies
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How to deploy an agent into model registry using MLFlow

Goal :Here below I am attaching my code snippet where I am trying to build an agent on my custom functions .Things are working well when I am running agent.invoke(“Question”).But now I want to deploy this agent into model registry using MLFlow but I ...

  • 949 Views
  • 1 replies
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Latest Reply
prar_shah
New Contributor III
  • 0 kudos

Had the same question when I was trying to deploy my custom llm. How we did it was wrapping it inside a custom mlflow model and registering it.

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SandipCoder
by New Contributor
  • 757 Views
  • 0 replies
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How can we deploy a custom model

Goal:Let's say we have a custom function with arbitrary python code . And we want to deploy that as model as we wanted to generate an API endpoint .So that that can be accessed from external applications.I am attaching the below code I have tried .If...

Generative AI
GenAI
modelcreation
  • 757 Views
  • 0 replies
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test_user
by New Contributor II
  • 562 Views
  • 1 replies
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test 123

testing

  • 562 Views
  • 1 replies
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Latest Reply
Sujitha
Databricks Employee
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Are you facing issues creating a post @test_user ?

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gendg
by New Contributor
  • 627 Views
  • 0 replies
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Mlflow.evaluation fails to generate score

The execution of code stucks when evaluation of data start.  eval_df = pd.DataFrame(    {        "inputs": [            "What is MLflow?",            "What is Spark?",        ],        "ground_truth": [            "MLflow is an open-source platform f...

Generative AI
Databricks
GenAI
ML
mlflow
  • 627 Views
  • 0 replies
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tefrati
by New Contributor II
  • 1238 Views
  • 4 replies
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Is llama 3.0 not supported anymore or is it just a glitch

Hello all,For some reason, I can't find llama-3.0 models on either the playground or serving endpoints even though we've been using it for months.I can see both llama-3.1 models on the serving endpoints page and it also says they have been last modif...

  • 1238 Views
  • 4 replies
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Latest Reply
Sujitha
Databricks Employee
  • 0 kudos

@tefrati Thank you for your patience on this one! The pricing remains the same. Our team found version 3.1 to be better than 3 in many aspects, with the added benefit of not requiring any prompt changes. As a result, we have transitioned to 3.1. Our ...

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VELU1122
by New Contributor II
  • 732 Views
  • 0 replies
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Copying/cloning Vector index table

Regarding copying or cloning vector index tables, it appears that direct copying or cloning is not possible, as Databricks throws the message: "Securable with kind TABLE_ONLINE_VECTOR_INDEX_REPLICA does not support Lakehouse Federation."It seems that...

  • 732 Views
  • 0 replies
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sue01
by New Contributor II
  • 621 Views
  • 1 replies
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ai_forecast function error

Hello,I am trying to forecast using ai_forecast function and I get this error (https://docs.databricks.com/en/sql/language-manual/functions/ai_forecast.html)I changed my cluster to use current channel yet this is not solved.. any idea why this occurs...

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Latest Reply
szymon_dybczak
Contributor III
  • 0 kudos

Hi @sue01 ,Make sure that you run it on clusters aligned with below recommendations:"Only available on Pro SQL warehouses running Databricks SQL version 2024.35 and above"

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mortenhaga2
by New Contributor III
  • 475 Views
  • 1 replies
  • 0 kudos

Monitoring Genie: Result not available from chat session

Hi!Have anyone experienced that you cant see the result of what Genie produced as an answer in the history of a chat session? How can I enable to view and correct historical answers for any Genie chat? 

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Generative AI
Genie SQL AIBI AI
  • 475 Views
  • 1 replies
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Latest Reply
mortenhaga2
New Contributor III
  • 0 kudos

Anyone?

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Michael_Galli
by Contributor III
  • 2007 Views
  • 6 replies
  • 4 kudos

Resolved! SQL AI functions not working

I am working in the following environment:- New Databricks workspsace with UC enabled- Azure, region west-europe- Cluster: Interactive (DBR 15.4), or SQL Warehouse (Serverless)Running for example:SELECT ai_gen('Generate a concise, cheerful email titl...

  • 2007 Views
  • 6 replies
  • 4 kudos
Latest Reply
jessysantos
Databricks Employee
  • 4 kudos

Hello @Michael_Galli Sorry for the delay in my response. Unfortunately, only the two models you mentioned, Meta Llama 3.1 70B Instruct and GTE Large (En), are currently available in the EU Geo. Our team is working to make more models available soon f...

  • 4 kudos
5 More Replies