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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
  • 20530 Views
  • 12 replies
  • 22 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
  • 20530 Views
  • 12 replies
  • 22 kudos
Latest Reply
santhakumar11
New Contributor II
  • 22 kudos

Thank you for sharing  

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11 More Replies
SandipCoder
by New Contributor II
  • 2044 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...

  • 2044 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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1 More Replies
xisco891
by New Contributor II
  • 2702 Views
  • 5 replies
  • 1 kudos

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

  • 2702 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 II
  • 1467 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
  • 1467 Views
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test_user
by New Contributor II
  • 899 Views
  • 1 replies
  • 0 kudos

test 123

testing

  • 899 Views
  • 1 replies
  • 0 kudos
Latest Reply
Sujitha
Databricks Employee
  • 0 kudos

Are you facing issues creating a post @test_user ?

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gendg
by New Contributor
  • 1282 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
  • 1282 Views
  • 0 replies
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tefrati
by New Contributor II
  • 1650 Views
  • 5 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...

  • 1650 Views
  • 5 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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sue01
by New Contributor II
  • 860 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...

sue01_0-1724431017068.png
  • 860 Views
  • 1 replies
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Latest Reply
szymon_dybczak
Esteemed 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
  • 646 Views
  • 1 replies
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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? 

Skjermbilde 2024-08-13 121630.jpg
Generative AI
Genie SQL AIBI AI
  • 646 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
  • 3390 Views
  • 7 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...

  • 3390 Views
  • 7 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...

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6 More Replies
samueldaly
by New Contributor
  • 1129 Views
  • 0 replies
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AI/BI Genie - Real world experience?

I have been tasked with creating a NLP interface for management to our internal datalake that has numerous joined tables around customer information. I have tried the hello-world llamaindex, langchain sql/pandas agents with limited success (too many ...

  • 1129 Views
  • 0 replies
  • 0 kudos
avadhut22111997
by New Contributor II
  • 943 Views
  • 0 replies
  • 1 kudos

Request to share Genie space URL with restricted access

Dear Databricks Team,I hope this email finds you well.I would like to share a specific Genie Space URL with a user, but I want to ensure that the user only has access to view this particular Genie Space ask questions in that space and no other featur...

  • 943 Views
  • 0 replies
  • 1 kudos
hammad
by New Contributor
  • 2200 Views
  • 1 replies
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How can we serve Genie as an endpoint model like RAG?

Is there any way to serve genie bot as a endpoint model like we serve RAG models. So we can access the genie bot outside the genie space?

  • 2200 Views
  • 1 replies
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Latest Reply
Retired_mod
Esteemed Contributor III
  • 0 kudos

Hi @hammad, Genie has its own APIs and cannot be served through Model Serving (creating a Model Serving Endpoint). All Genie queries happen in the context of a Genie Space even when accessed through the API. The Space is how Genie knows what data it ...

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