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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
  • 18782 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
  • 18782 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor II
  • 20 kudos

How to access the playground?

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12 More Replies
GeorgeAristides
by New Contributor III
  • 29178 Views
  • 5 replies
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Unity Catalog

I am new to the Databricks platform, and I am following the LLM course on youtube after being captivated by the excellent conceptual explanations and a longstanding desire to use this platform.Running the first cell in the module -%run ../Includes/Cl...

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Latest Reply
ishmaelamin
New Contributor II
  • 7 kudos

I was able to address this issue by upgrading the pip library, next I modified subsequent code that attempted to update specific versions of libraries needed by the code by simply importing the specific versions.  

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cleversuresh
by New Contributor II
  • 1568 Views
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Generative Certification notebook error

I am preparing for Generative Certification and facing the below error (LookupError:) when running the notebook in the first module. These were running without any errors in the past.Complete error stack trace:****************************************...

  • 1568 Views
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MohammedArif
New Contributor III
  • 3 kudos

Define all the helper functions from include folder (_helper_functions.py) in your main notebook itself and run these:import nltknltk.download('punkt')nltk.download('wordnet')nltk.download('omw-1.4')nltk.download('punkt_tab')nltk.download('averaged_p...

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MauricioLins
by New Contributor
  • 1167 Views
  • 1 replies
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Generative Certification notebook error

Hello,I have been trying to run the GenAI course notebook and this error below. I've already tried to download the averaged_perceptron_tagger_eng as it suggests, but the error keeps coming and I am running out of ideas, does anyone can help please?Re...

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MohammedArif
New Contributor III
  • 0 kudos

Hi,I too was getting same error while running the notebook on my cluster. Got fixed after running these. import nltknltk.download('punkt')nltk.download('wordnet')nltk.download('omw-1.4')nltk.download('punkt_tab')nltk.download('averaged_perceptron_tag...

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koantek_user
by New Contributor
  • 1059 Views
  • 1 replies
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What model is powering the AI/BI Genie in Databricks

Hello,We are conducting feasibility study of securely opening up the new features to our team members and want to use AI/BI Genie  - Genie Spaces1. How does it leverage the AI underneath .. what AI service is used , is the data shared with AI service...

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jamesl
Databricks Employee
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Hi @koantek_user, In case you haven't already found answers in documentation, AI/BI Genie uses Azure OpenAI -- your data is not used for training and model partners do not retain your data. (see trust and safety) Your data is governed and secured by ...

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Srav
by New Contributor
  • 610 Views
  • 2 replies
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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

  • 610 Views
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Latest Reply
Juan_Cardona
New Contributor II
  • 0 kudos

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
  • 2148 Views
  • 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?  

  • 2148 Views
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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
  • 555 Views
  • 1 replies
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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 ...

Cummings012_0-1729087701912.png
  • 555 Views
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Latest Reply
filipniziol
Contributor III
  • 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
  • 1714 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
  • 0 kudos

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
  • 1523 Views
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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...

  • 1523 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
  • 660 Views
  • 1 replies
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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?

  • 660 Views
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Latest Reply
filipniziol
Contributor III
  • 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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Mohamednazeer
by New Contributor III
  • 737 Views
  • 1 replies
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Serving endpoint with external model (azure openai) is throwing "Public network access is disable "

Databricks serving endpoint is not working as expected throwing an exception as "Public network access is disable, Create private endpoints".We have create the azure openAI resource with public network access disabled, but also we have created the pr...

  • 737 Views
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ram_mlengg
New Contributor II
  • 2 kudos

I am also encountering the exact issue. 

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Galactech
by New Contributor III
  • 2901 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...

  • 2901 Views
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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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dileepkumar_t
by New Contributor
  • 756 Views
  • 0 replies
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Error - Interact with SQL database

 When I try to use Datbricks sql agent, I'm getting below error:DatabaseError: (databricks.sql.exc.ServerOperationError) [UNBOUND_SQL_PARAMETER] Found the unbound parameter: param_1. Please, fix `args` and provide a mapping of the parameter to a SQL ...

  • 756 Views
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tholers
by New Contributor
  • 813 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...

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