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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
  • 29672 Views
  • 18 replies
  • 33 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 ...

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  • 29672 Views
  • 18 replies
  • 33 kudos
Latest Reply
AIChief
New Contributor II
  • 33 kudos

thanks for sharing

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17 More Replies
Srav
by New Contributor
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I have not received the badge for Generative AI Fundamentals Accreditation

Hi Team,I have completed the course and cleared the exam of Generative AI Fundamentals Accreditation, but I did not receive the related badges yet. It's been 3 days.Could you please look into this matter?I appreciate if you can help.Thanks,Sravanthi

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Latest Reply
Juan_Cardona
New Contributor II
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Hi srav, I have been on the same position, the badges usually arrives on 1 or 3 days, but there are some cases that they take a little more time to arrive, maybe 1 or 2 weeks. 

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nagND
by New Contributor II
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  • 1 replies
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Resolved! Mosaic Vector Search

I created a RAG using a corpus of pdf which I have on ADLS. Now where will the chunked text and vector embedding be stored once I parse all the PDFs and I want to start retrieval?  

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Latest Reply
LauJohansson
Contributor
  • 2 kudos

Option 1: Delta Sync Index with embeddings computed by Databricks You provide a source Delta table that contains data in text format. Databricks calculates the embeddings, using a model that you specify, and optionally saves the embeddings to a table...

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Cummings012
by New Contributor II
  • 1253 Views
  • 1 replies
  • 1 kudos

Is there a batch query option for similar vectors available in Mosaic AI Vector Search?

Hi all,I have been exploring databrick's vector search offering, and was wondering if it had the ability to run a batch query?I would like to be able to do something like the following where both embedding_1 and embedding_2 are separate vectors that ...

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Latest Reply
filipniziol
Esteemed Contributor
  • 1 kudos

Hi @Cummings012 ,As per documentation it is not possible, as the API supports single queries.The workaround is to process these queries in parallel to improve throughput.

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swollazn
by New Contributor II
  • 2596 Views
  • 3 replies
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Pyfunc mlflow loading Databricks Model failing

I am running this example notebook https://docs.databricks.com/_extras/notebooks/source/machine-learning/large-language-models/pyspark-dataframe-loader-langchain.htmlI am running most as if except switching embeddings and llm to databricks from OpenA...

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swollazn
New Contributor II
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We abandoned this. Too many compatibility errors and we stuck with the notebook level. Good luck!

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WynanddB
by New Contributor III
  • 2621 Views
  • 4 replies
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Enabling vector search

I have a team member doing the GenAI certification but she gets the following errorResponse content b'{"error_code":"BAD_REQUEST","message":"This trial workspace no longer has access to Vector Search. Please upgrade the workspace to continue to use V...

  • 2621 Views
  • 4 replies
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Latest Reply
nagND
New Contributor II
  • 2 kudos

I am trying to enable mosiac vector search for my workspace but so far I can see the metastore in my catalog but no vector search.though I am on paid tier and have enabled unity catalog on the workspace. I am still not able to see vector search on my...

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dinusr
by New Contributor
  • 1296 Views
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from langchain.qa import RetrievalQA

Hi ,I have installed the library using "%pip install langchain", but still I couldn't import RetrievalQA. Could anyone help?

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Latest Reply
filipniziol
Esteemed Contributor
  • 0 kudos

Hi @dinusr ,Are you using the correct namespace langchain.chains to import?from langchain.chains import RetrievalQAIf yes, try to 1. Install the most recent version %pip install --upgrade --force-reinstall langchain2. Restart the kernel : dbutils.lib...

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Galactech
by New Contributor III
  • 4376 Views
  • 1 replies
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Resolved! Vector Index Creation Initializing Phase

When using the web UI to create a vector index from an existing table with chunked data the creation fails at the "Initializing" phase after about 20 minutes.  I have validated the requirements are satisfied that are detailed here.I have also seen th...

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Latest Reply
Galactech
New Contributor III
  • 0 kudos

I believe this "self-resolved".  Even though I was technically on a premium plan the trial period had not completed.  I think at this point I can say it is resolved.

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tholers
by New Contributor II
  • 4226 Views
  • 0 replies
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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...

  • 4226 Views
  • 0 replies
  • 1 kudos
monke64
by New Contributor
  • 1696 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 ...

  • 1696 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
  • 11330 Views
  • 7 replies
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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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  • 11330 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 II
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  • 2 replies
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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...

  • 2924 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
  • 4729 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

  • 4729 Views
  • 5 replies
  • 1 kudos
Latest Reply
xisco891
New Contributor II
  • 1 kudos

Thanks!

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4 More Replies
test_user
by New Contributor II
  • 1152 Views
  • 1 replies
  • 0 kudos

test 123

testing

  • 1152 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
  • 4021 Views
  • 0 replies
  • 0 kudos

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
  • 4021 Views
  • 0 replies
  • 0 kudos

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