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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

koantek_user
by New Contributor
  • 505 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...

  • 505 Views
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Latest Reply
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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dinusr
by New Contributor
  • 272 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?

  • 272 Views
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Latest Reply
filipniziol
Contributor
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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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felipe_silva
by New Contributor II
  • 2315 Views
  • 3 replies
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Genie Space Embedded or access using a REST API

Hi all.I would like to embed Genie Space in my company's data intranet to be used like a "ChatGPT", would it be possible?Or use an API to make a call from Genie Space (in this case we would develop an interface on the intranet and send the questions ...

  • 2315 Views
  • 3 replies
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Latest Reply
Prabhavathi
New Contributor II
  • 1 kudos

I'm looking to securely share my Genie space with business users who aren't part of Databricks. Is this option available?

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2 More Replies
meithykily
by New Contributor
  • 927 Views
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Test And Tren Cycle Reviews - Is It Safe?

Precisely, this is the sort of point I really love. How do experienced people get one's hands on sloppy Test And Tren Cycle lines? Assuredly, I'm reputable. This is a quick quiz. Even there, you don't need to overdo this but also these are tough econ...

  • 927 Views
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dileepkumar_t
by New Contributor
  • 408 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 ...

  • 408 Views
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mortenhaga2
by New Contributor III
  • 2566 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...

mortenhaga2_0-1725264270178.png mortenhaga2_1-1725264435843.png mortenhaga2_3-1725264479589.png
  • 2566 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
  • 668 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 ...

  • 668 Views
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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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VELU1122
by New Contributor II
  • 609 Views
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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...

  • 609 Views
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sue01
by New Contributor II
  • 452 Views
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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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  • 452 Views
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Latest Reply
szymon_dybczak
Contributor III
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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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Michael_Galli
by Contributor III
  • 1576 Views
  • 6 replies
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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...

  • 1576 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...

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5 More Replies
Amit_Dass_Chmp
by New Contributor III
  • 1281 Views
  • 1 replies
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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...

  • 1281 Views
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Latest Reply
mhiltner
Databricks Employee
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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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Gromduraz
by New Contributor II
  • 2872 Views
  • 1 replies
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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...

  • 2872 Views
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Latest Reply
Gromduraz
New Contributor II
  • 0 kudos

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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