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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 Community Manager
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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
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Latest Reply
KhileshKhubnani
New Contributor II
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Thanks for sharing 

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pvalluri
by New Contributor
  • 159 Views
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Need help with GenAi and Langchain resources

I am new to Databricks, I need help with resources related to GenAi and Langchain. 

  • 159 Views
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akshi
New Contributor II
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There are lot of short courses on deeplearning.ai that you can start with. It’s free and led by all industry experts and practitioners.

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Arahan00
by New Contributor
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Foundation Model Prompt Retention

Does anyone have more detail about usage of foundation models allowing Databricks to retain prompts & responses for up to 30 days? 

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idreesm
by New Contributor
  • 933 Views
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Data Engineering

Hello I am a new user and it is a great place to meet data folks.

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Anureka
by New Contributor II
  • 1142 Views
  • 2 replies
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Gen AI Fundamentals Badge

I'm trying to take the quiz and get the badge for Gen AI Fundamentals, but unfortunately unable to do so as the login credentials aren't letting me in. Please advice where to find the link to take the quiz here.

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Anureka
New Contributor II
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Thank you @Kaniz_Fatma i have logged the ticket. Your request #00482921 has been received. 

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cmunteanu
by New Contributor III
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Resolved! Dbdemo: LLM Chatbot With Retrieval Augmented Generation (RAG)

Hello All,I am trying to follow the dbdemo called 'llm-rag-chatbot' available at the following link. The setup works Ok, and I have imported from the Databricks Marketplace an embedding model that is:bge_large_en_v1_5Running the notebook called: 01-D...

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jbellidocaceres
New Contributor II
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Hi  @Kaniz_Fatma  and  @cmunteanu  , I am having exactly the same problem to create the vector index and it seems that there could be a bug in the demo. What confuses me is that and even when using the Databricks UI, I can not manage to create the ve...

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jbellidocaceres
by New Contributor II
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can't run the agent-studio RAG DBRX chatbot example

Hi,  I have apparently successfully the deployed the agent-studio RAG DBRX and  chatbot example from:https://github.com/rmosleydb/agent-studioHowever, when entering a question in the chatbot box, I get an error message. The  error says that it can't ...

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jbellidocaceres
New Contributor II
  • 2 kudos

Hi @Kaniz_Fatma ,  thank you for the hints. I will give a closer look to the  input schema and the Vector Search endpoint.

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Amit_Dass_Chmp
by New Contributor III
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How we can choose the right LLM model, also considering the cost.

Hi All, I understand we are in the evaluation journey where we have 100+ LLMs (Open or Proprietary models ), but please guide us on how we can choose the right LLM model, also considering the cost. Do we have any benchmark to follow considering the u...

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mhiltner
New Contributor III
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Hey! It depends a lot on your application. Different LLMs excel in different functions. Proprietary models will be more expensive then Open Source ones, but they will likely lead you to a faster time to production with your applications.  Also, if yo...

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Abhishek_blue
by New Contributor
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Is enabling Unity catalog Mandatory to run the LLM Chatbot With RAG, DBRX demo?

Hi! I am new to databricks. I was trying to run the RAG demo notebooks in databricks (@ Link to the demo: Deploy Your LLM Chatbot With Retrieval Augmented Generation (RAG), Foundation Models and Vector Search | Databricks), in which the 00-init noteb...

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Kaniz_Fatma
Community Manager
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Hi @Abhishek_blue, The error message you encountered, “[UC_NOT_ENABLED] Unity Catalog is not enabled on this cluster,” indicates that the Unity Catalog feature is not enabled for your Databricks cluster. Let’s address your questions: Is enabling ...

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Gromduraz
by New Contributor II
  • 2429 Views
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Trouble Using Foundation Models API with Instructor

Hello,I'm attempting to use the instructor library for validating the output of a foundation model (DBRX in this case). Here's my code: import instructor from instructor.client import Instructor from pydantic import BaseModel from openai import OpenA...

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Gromduraz
New Contributor II
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Reviewing my posted code I should mention that the 'tool_choice' argument I'm passing is a default argument of the OpenAI client object. The code still breaks in the same way if I remove that argument from the function call. I think this is out of my...

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Sujitha
by Community Manager
  • 4611 Views
  • 1 replies
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How to successfully build GenAI applications

The Big Book of Generative AI brings together best practices and know-how for building production-quality GenAI applications. You’ll find technical content and code samples that will help you do everything from deploying your first application to bui...

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  • 4611 Views
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Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 5 kudos

Thanks for sharing!

  • 5 kudos
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