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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 Databricks Employee
  • 16529 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
  • 16529 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor
  • 20 kudos

How to access the playground?

  • 20 kudos
12 More Replies
Sujitha
by Databricks Employee
  • 217 Views
  • 1 replies
  • 2 kudos

Insights from a global survey of 1,100 technologists and interviews with 28 CIOs

How to unlock enterprise AI: “You can have all the AI in the world, but if it’s on a shaky data foundation, then it’s not going to bring you any value.” — Carol Clements, Chief Digital and Technology Officer, JetBlue Companies everywhere have been qu...

Screenshot 2024-11-15 at 3.52.14 AM.png
  • 217 Views
  • 1 replies
  • 2 kudos
Latest Reply
Ajay-Pandey
Esteemed Contributor III
  • 2 kudos

Must read

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MattB
by New Contributor II
  • 33 Views
  • 0 replies
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AI/BI Genie - Components

I am almost certain that AI/BI Genie is using Azure OpenAi under the hood. Does anyone knows if Langchain has been used too ?

  • 33 Views
  • 0 replies
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Sujitha
by Databricks Employee
  • 16529 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
  • 16529 Views
  • 13 replies
  • 20 kudos
Latest Reply
Ayushi01
New Contributor
  • 20 kudos

How to access the playground?

  • 20 kudos
12 More Replies
llmnerd
by New Contributor
  • 110 Views
  • 1 replies
  • 1 kudos

DataBricks Foundational model rate limiting approach

Hi there,is this the correct approach to fulfil the rate limit restrictions in the foundational model API?from langchain_core.rate_limiters import InMemoryRateLimiter rate_limiter = InMemoryRateLimiter( requests_per_second=2.0, check_every_...

  • 110 Views
  • 1 replies
  • 1 kudos
Latest Reply
Alberto_Umana
Databricks Employee
  • 1 kudos

Hello @llmnerd, Yes, the approach you have outlined to fulfill the rate limit restrictions in the foundational model API using InMemoryRateLimiter from langchain_core appears to be correct. This setup should help you manage the rate limits effectivel...

  • 1 kudos
gwfj
by New Contributor
  • 778 Views
  • 2 replies
  • 0 kudos

Retrieved Docs in Message History

Hi,I've deployed a Langchain model via MLFlow log model and a deployment agent (following this https://notebooks.databricks.com/demos/llm-rag-chatbot/index.html#)How do I add additional content to the message history for example, I'd like to add retr...

  • 778 Views
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Latest Reply
Brian-Nowak
New Contributor II
  • 0 kudos

Hi @davidhuang thanks for pointing to that demo! That implementation of chat history did work in my experience, but it's a little simplistic and could be token-intensive if the history needs to be maintained as a list like that. Has Databricks done a...

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GeorgeAristides
by New Contributor III
  • 16614 Views
  • 5 replies
  • 7 kudos

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...

  • 16614 Views
  • 5 replies
  • 7 kudos
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
  • 884 Views
  • 2 replies
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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:****************************************...

  • 884 Views
  • 2 replies
  • 1 kudos
Latest Reply
MohammedArif
New Contributor III
  • 1 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
  • 586 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...

  • 586 Views
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Latest Reply
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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educational
by New Contributor
  • 262 Views
  • 0 replies
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Artificial Intelligence Classes in Pune

When choosing an AI education centre in Pune, it is essential to consider factors such as faculty expertise, curriculum structure, industry partnerships, and placement opportunities. A reputable AI education centre will offer a well-rounded curriculu...

  • 262 Views
  • 0 replies
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MattB
by New Contributor II
  • 22973 Views
  • 7 replies
  • 7 kudos

AI/BI Genie - Call

HiIs there any way to call a Genie space from a notebook and get the response ? Is there any API available?#genie, #databricksgenie, #databricks_genie

  • 22973 Views
  • 7 replies
  • 7 kudos
Latest Reply
kburke
New Contributor II
  • 7 kudos

I definitely want to integrate Genie in other other solutions we're working on.

  • 7 kudos
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kanks987
by New Contributor
  • 217 Views
  • 1 replies
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Assistance with Combined Filters in Databricks Vector Store Index

 Hi,I’m working with the Databricks vector store index and need to apply combined filters to retrieve chunks that meet specific criteria.My index contains the following columns: product_category, product_date, and description.Question 1: How can I re...

  • 217 Views
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Latest Reply
davidhuang
Databricks Employee
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You can achieve that by using metadata filtering when querying the VS index. Check this section in our VS Index documentation: https://docs.databricks.com/en/generative-ai/create-query-vector-search.html#query-a-vector-search-endpoint

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koantek_user
by New Contributor
  • 549 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...

  • 549 Views
  • 1 replies
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Latest Reply
jamesl
Databricks Employee
  • 0 kudos

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
  • 257 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

  • 257 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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