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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

exrwebflowai
by New Contributor
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  • 1 replies
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Best Practices for Deploying Custom LLM Pipelines on Databricks?

Hi community,We are currently designing an enterprise-grade LLM pipeline on Databricks to handle end-to-end data processing, model fine-tuning, and inference serving.While Spark handles our data orchestration effectively, we are looking at optimizing...

  • 132 Views
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balajij8
Esteemed Contributor II
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@exrwebflowai Model Serving and Routing Architecture Hybrid setup anchored by Databricks Model Serving / Unity AI Gateway gives the best balance between deterministic latency and governance for production workloads. Use Provisioned Throughput endpoin...

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tech_us
by New Contributor II
  • 412 Views
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How Is Databricks Accelerating AI Innovation Across Industries?

As AI adoption continues to grow, organizations are looking for scalable platforms that can support data engineering, machine learning, analytics, and generative AI workloads. Databricks has become a key part of many AI strategies by helping teams un...

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kumarsuresh
by New Contributor III
  • 11807 Views
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Gen AI course material

Databricks updated the Generative AI course https://partner-academy.databricks.com/learn/lp/315/generative-ai-engineering-pathway but the course material is missing in the partner academy. Does anybody know where to download the course material? 

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Neeljy
New Contributor II
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I wasn't able to find separate downloadable materials either. While searching for alternatives, I ended up using a few external GenAI courses (including one from Edureka) for additional practice and explanations. If anyone has located the official Da...

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snarayan
by New Contributor III
  • 1413 Views
  • 3 replies
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Multi‑Agent Supervisor: url_citation (source links) not shown in Playground — why and how to enable?

I’m seeing a difference in citation behavior between a single Knowledge Assistant (KA) agent and the Multi‑Agent Supervisor setup.What I testedIn Agent Bricks → Knowledge Assistant, I created an agent that returns citations with links (e.g., url_cita...

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  • 3 replies
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Hubert-Dudek
Databricks MVP
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@snarayan great feedback what should be improved!

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Kjetil
by Contributor
  • 6491 Views
  • 4 replies
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Model Serving and Streaming

Hi everyone,I have a question regarding the concurrency limitations of streaming responses from an LLM chain via Databricks Model Serving.When using a streaming response, the request remains open for the duration of the generation process. For exampl...

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  • 4 replies
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LaurenFletcher
New Contributor II
  • 4 kudos

Wow, Thank you so much for your help.

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mortenhaga
by Contributor
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  • 2 replies
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Databricks Genie

Hi allWe have just started a little mini project on using Genie and up until now, our experience is very positive. Therefore, Im interested in more documentation and learning materials other than what Databricks officially has (https://docs.databrick...

  • 35222 Views
  • 2 replies
  • 1 kudos
Latest Reply
Databricks_AI
New Contributor II
  • 1 kudos

Hi @mortenhaga , since we are also looking for the same approach, is there a way that you found out or is there any reply which helped you to figure out the above problem?

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MauricioLins
by Databricks Partner
  • 3911 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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Latest Reply
MohammedArif
Databricks Partner
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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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