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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

Valeria_Koz_DBX
by • Databricks Employee
  • 221 Views
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What Is – Agent mode in Genie? (Quick answers vs investigations)

Imagine asking a colleague two questions on the same morning. The first: "What was our travel spend last month?" They open a report, read off a number, and you're done in a minute. That's a lookup. The second: "Why is our travel spend so much higher ...

  • 221 Views
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Valeria_Koz_DBX
Databricks Employee
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Good question, @vuj01 As far as I can tell, unfortunately, yes, you'll need to start a new chat. Each Genie conversation is set as either chat or agent mode when it starts. Context also stays inside one chat, so the new one won't remember the earlier...

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ivanvyd
by • Contributor
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Resolved! How do you test whether a retriever stops too early?

Hello everyone,Databricks’ Adaptive Instructed-Retriever announcement⁠ describes a model that learns when to stop searching. How would you test whether it stops after finding a general policy but before finding the exception that changes the answer?I...

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DoTA
Valued Contributor II
  • 4 kudos

Hi @ivanvyd, sorry for the slow reply. Short honest answer: I have not run paired questions against the Adaptive Instructed-Retriever itself, so what follows is how I would set the test up, not results. Paired design, the way I would build it: take o...

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exrwebflowai
by • New Contributor
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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...

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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 III
  • 542 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...

  • 542 Views
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kumarsuresh
by • New Contributor III
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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
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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...

  • 1625 Views
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Latest Reply
Hubert-Dudek
Databricks MVP
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@snarayan great feedback what should be improved!

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Kjetil
by • Contributor
  • 6854 Views
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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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LaurenFletcher
New Contributor II
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Wow, Thank you so much for your help.

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mortenhaga
by • Contributor
  • 35392 Views
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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...

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Databricks_AI
New Contributor II
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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
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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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