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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 ...
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- 22 replies
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Dear Certifications TeamI have completed full Generative AI Engineering Pathway, so I received module wise knowledge badge but I didn't received the overall certificate which mentioned in description which is Generative AI Engineer with one Star. Req...
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- 1986 Views
- 2 replies
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Vector Search Indexes on dlt pipelines / materialized views
Hello, I am not seeing the "create vector search index" option on my materialized views I created from Databricks Asset Bundles using dlt. Is this expected behavior?
- 1986 Views
- 2 replies
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Yes, that failed because I didn't have change data capture on, which I learned materialized views don't support.I really like the dev/prod Databricks Asset Bundles, but I'm not sure the forcing of materialized views is compatible with a lot of work I...
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- 8850 Views
- 6 replies
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Resolved! Databricks AI Genie - Data Security and Thrid Party Platform
I am currently exploring the possibility of using Databricks AI Genie to allow layman users to ask questions and retrieve data on their own.We would like to keep the data in our warehouse (e.g., Snowflake or local). I read the documentation, but it s...
- 8850 Views
- 6 replies
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Genie allows you to use serverless as well as classic compute (sql warehouse). Classic compute runs within your tenant using your vpc/vnet. Irrespective of the type of compute you use, data needs to be read into it and this applies to any other solut...
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- 2510 Views
- 2 replies
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Is it possible to run Databricks Genie entirely within a private network ?
We're considering using Databricks Genie in a secure environment. Is there a way to run Genie fully on an internal network without requiring outbound internet access?
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Thank you @charlie_wei We're actually using AWS.Is it not possible to establish a private connection on AWS?(Certain financial institutions in specific countries are not allowed to communicate with external LLMs over the internet.)
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- 1838 Views
- 1 replies
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Production Grade AI system with Agents capability in Databricks
Design AI System for Customer Sentiments Analysis with Agentic Bot.May someone please share how to architect such system in Databricks.Infrastructure on AzureData PipelineModel TrainingModel TestingChoosing Best ModelModel DeploymentModel ConsumtionP...
- 1838 Views
- 1 replies
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hi @Pratikmsbsvm That feels like a good sized project. My recommendation would be starting with a similar project and working from there. This might be a useful source for you to understand how this will look: https://www.databricks.com/blog/step-ste...
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- 1758 Views
- 2 replies
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Couldn't fine claude 4 models on Databricks azure
Although it says they are available I couldn't fine them in databricks azure it's the same with https://learn.microsoft.com/en-us/azure/databricks/machine-learning/foundation-model-apis/supported-modelshttps://learn.microsoft.com/en-us/answers/questi...
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- 1859 Views
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Prakash Hinduja Switzerland (Swiss) How can I integrate Genie into my existing agent workflow?
Hi everyone,I am Prakash Hinduja from Geneva, Switzerland (Swiss) currently working on a generative AI project here in Switzerland and looking to enhance my agent workflow by integrating Databricks Genie as a tool or step in the pipeline.I have reall...
- 1859 Views
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You can also use the MCP managed servers to integrate Genie into Agents.https://www.linkedin.com/feed/update/urn:li:activity:7347865047525691393?utm_source=share&utm_medium=member_desktop&rcm=ACoAAEA0Q60BAjAJtu500ybsFv9jvw-qE2SMO1U
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- 2366 Views
- 1 replies
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Resolved! When would Google Gemini be available on Databricks Community Edition Playground?
https://www.databricks.com/company/newsroom/press-releases/databricks-announces-strategic-ai-partnership-google-cloud-bring#:~:text=Customers%20can%20pay%20for%20Gemini,founder%20and%20CEO%20of%20Databricks.
- 2366 Views
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Hello @Sharanya13! Google Gemini is not currently available on the Databricks Community Edition. The current focus is on enterprise and commercial integration, and no date or roadmap has been shared for availability on the Community or Free Edition p...
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- 4574 Views
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Resolved! What is the difference between Databricks vector search vs Mosaic AI Vector Search?
What is the difference between Databricks Vector Search and Mosaic AI Vector Search?As I understand it, the core features of Databricks Vector Search have been integrated into Mosaic AI Vector Search. Does that mean Databricks Vector Search is a depr...
- 4574 Views
- 3 replies
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thank you @Renu_ and @Sharanya13 for your explainations. Appreciate it!
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- 3022 Views
- 1 replies
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Databricks MCP to VsCode
HelloI was hoping for some guidance on databricks MCP configuration?I understand it is in Beta release.I would like to understand- authenticating databricks with vscode- mcp server config to add in vscode
- 3022 Views
- 1 replies
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Connecting VS Code and GitHub Copilot to the Databricks Managed MCP Server
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- 1942 Views
- 1 replies
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Resolved! Introduction of Prakash Hinduja Switzerland (Swiss)
Hi Everyone, I'm Prakash Hinduja from Geneva, Switzerland (Swiss), I'm a financial strategist with deep experience in both traditional and emerging markets, I help clients build and preserve wealth through high-impact strategies in sustainable energy...
- 1942 Views
- 1 replies
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Welcome to the community, @prakashhinduja, it's great to have you with us! As you explore the Community, be sure to check out the Technical Blogs, to explore in-depth articles and real-world use cases. If you have any technical questions, post them u...
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- 2540 Views
- 2 replies
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Resolved! View inheritance of table and column comments
Reading through the documentation and searching in the community forum, I'm getting conflicting information on how views might inherit table and column comments from the underlying tables in a Genie context.My question is, to what extent does Genie p...
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Hi @Malthe Based on the current understanding of Genie's behavior:Comment Inheritance in Genie ViewsWhat Genie typically inherits:- Column descriptions from underlying tables are often picked up automatically- Basic column metadata (data types, nulla...
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- 1980 Views
- 2 replies
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Resolved! ProgramOfThought module in Dspy error in Databricks notebooks
This module uses deno, but even after installing it. I get a permissions error. Anyone encountered this before?Failed to run ProgramOfThought: [Errno 13] Permission denied: 'deno'
- 1980 Views
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Got it working @Renu_ I needed to add the permissions in my notebook as I am on serverless. import ospath = "/local_disk0/.ephemeral_nfs/envs/{Python_Env_instance}/bin/deno"os.chmod(path, 0o777)
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- 2092 Views
- 1 replies
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Is the basic model considering adding Claude 4 Opus?
Is the basic model considering adding Claude 4 Opus? It should be the strongest model in the world right now, and AWS already supports it.
- 2092 Views
- 1 replies
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Hello @ninicky, Databricks has recently integrated Anthropic's latest models, Claude Opus 4 into our platform as part of a partnership with Anthropic announced on March 26, 2025. Opus will be available in Databricks Mosaic AI as additional first-par...
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- 2960 Views
- 2 replies
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Issue with RAG - Review app - endpoint failed to stream the response
Hi Databricks Support,I am facing issue for using - RAG review app endpoint url. Error message: The endpoint failed to stream the response. Retrying without streaming.The RAG endpoint url was created earlier and it worked with review app, at the time...
- 2960 Views
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Can you share error details? I updated it without an porblme using mlflow.
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- 12060 Views
- 1 replies
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Resolved! ai_query issue
As per the doc , one can execute an ai_query in python. But I am sot sure why I can'tWorks in SQLselect 1 as colA, ai_query('databricks-llama-4-maverick', 'what is 2+2') as testBut not in sparkdf = spark.sql("select 1 as colA") df = df.selectExpr(""...
- 12060 Views
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Hello @smpa01, I tried to reproduce this issue internally and it worked for me as expected in spark as well. I am sharing below screenshot for your reference: I used DBR 15.4 LTS and serverless it worked on both
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