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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

Sujitha
by Databricks Employee
  • 20527 Views
  • 12 replies
  • 22 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
  • 20527 Views
  • 12 replies
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Latest Reply
santhakumar11
New Contributor II
  • 22 kudos

Thank you for sharing  

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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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fazma
Visitor
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do you have any update on why course material is not appearing in partner acadamy course version?

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jAAmes_bentley
by New Contributor III
  • 32 Views
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Roadmap for vector_search function

I was wondering if there was a roadmap for the development of the vector_search function: vector_search function | Databricks DocumentationSpecifically, I was wondering if / when the following limitations may be lifted:Querying DIRECT_ACCESS index ty...

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Iris12
by New Contributor
  • 208 Views
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Getting "The given endpoint does not exist" for LLM endpoint though I've access to it

When trying out this LLM RAG notebook steps I'm getting this error:"The given endpoint does not exist, please retry after checking the specified model and version deployment exists"This notebook originally referred to databricks-meta-llama-3-1-70b-in...

  • 208 Views
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Latest Reply
Isi
Contributor
  • 0 kudos

Hey @Iris12 ,Not sure if this will fix your issue, but I’ve seen similar errors caused by permission mismatches.Make sure that the user or service principal you’re using has the correct permissions both in the Models and Serving tab.Also, double-chec...

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Prashanthkumar
by New Contributor III
  • 190 Views
  • 2 replies
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Databricks Genie new space creation using API

I am exploring an option to see if Databricks Genie can be created using API or using python script?

  • 190 Views
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Prashanthkumar
New Contributor III
  • 1 kudos

Will keep an eye on updates as it will open doors for cross linking/sharing with other Open AI models.

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neha89
by New Contributor II
  • 311 Views
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Invoke Azure AI Search Endpoint through Databricks environment

Hi Team,Is there a possibility to invoke Azure AI Search Vector DB endpoint(external) in Databricks environment based on input data in Databricks table.Scenario: Client-Specific documents are already embedded in Azure AI Search Vector DB. Is there an...

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felipe_silva
by New Contributor II
  • 11332 Views
  • 5 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 ...

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Latest Reply
mark_dingli
New Contributor II
  • 2 kudos

Hi all,I just came across this thread and wanted to jump in — I’m currently working on implementing a Genie Space that will be used by external customers, and we’re also looking into whether it can be accessed via API or embedded into a custom fronte...

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rjhari
by New Contributor
  • 220 Views
  • 1 replies
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Genie - Data Lineage

Would it be possible for Genie to bring in the Lineage Graph of table?Thanks

  • 220 Views
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BigRoux
Databricks Employee
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Have you tried looking at lineage through the system tables: "system.access.table_lineage" and "system.access.column_lineage".  You would need to have entitlements on these objects but you should be able to reference them in Genie.  Give it a try and...

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SandipCoder
by New Contributor II
  • 604 Views
  • 2 replies
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Issue with Lang Chain Agents

This is regarding Agentic framework. We are getting issues while invoking the lang chain agent and need your help to get some suggestions from your expert team to resolve this.As per our observation Agent is behaving bit weird while calling tools reg...

SandipCoder_0-1736512522115.png SandipCoder_1-1736512522122.png
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Alberto_Umana
Databricks Employee
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Hi @SandipCoder, About point 2, is it working intermittently or failing all the time?

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SandipCoder
by New Contributor II
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Issue with Multi agent supervisor based agentic framework

I  have three agents in my multi agent framework (code attached) Supervisor : This is the main controller    "Genie":           #this is a genai agent    "Coder":          #this is a re-act agent created on the fly    "Weather":      #this is an exis...

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SandipCoder
by New Contributor II
  • 1548 Views
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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 ...

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prar_shah
New Contributor III
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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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olivierddr
by New Contributor II
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Databricks MCP Server

Hey, couldn't find a working Databricks MCP so I forked one and fixed it: https://github.com/markov-kernel/databricks-mcp This allows you to (using Cursor, Claude Code, Windsurf, Claude, etc.):*   Manage Databricks Clusters: List, create, terminate, ...

  • 1892 Views
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spaceghost
New Contributor II
  • 1 kudos

very cool

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Krthk
by New Contributor
  • 317 Views
  • 1 replies
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Datbricks Notebook as a Server ?

Hello, What I'm trying to do : I have a piece of python code (an ai application) that i want to deploy as a server, almost exactly like one would lets say on an EC2. The only difference being instead of a flask api i would use dbutils and the databri...

  • 317 Views
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Latest Reply
Alberto_Umana
Databricks Employee
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Hi @Krthk, Thanks for your question. Have you thought about using Model serving endpoint for your use-case: https://docs.databricks.com/aws/en/machine-learning/model-serving/ Launching a Databricks job via the REST API and dbutils is a different para...

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