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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 ...
- 41851 Views
- 24 replies
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Great initiative by Databricks! This is a valuable opportunity to build practical GenAI skills and stay ahead in the rapidly evolving AI space.
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- 2698 Views
- 2 replies
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Finally fix Claude Opus
It's been almost 3 months since the announcement of First-party Anthropic Claude Opus 4 on Databricks Mosaic AI Model Serving, but the model is still unavailable.It's listed in the pricing and documentation, but on the Serving endpoints page, it's be...
- 2698 Views
- 2 replies
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Hi @qlmahga2 , it appears that Claude Sonnet 4 and Claude Sonnet 4.5 are both currently available. I'm not sure what it looked like when you asked this question, as I didn't check at that time. However, it looks like they should be available now. Can...
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- 4761 Views
- 8 replies
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Resolved! Can I get notebooks used in a e-learning video?
I'm currently watching the videos in the "Generative AI Engineering Pathway."In the "Demo" chapters, it appears that the instructor is explaining based on pre-prepared notebooks (for example, a notebook named "2.1 - Preparing Data for RAG"). Would it...
- 4761 Views
- 8 replies
- 8 kudos
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Hello @Advika !Could you provide details about "the lab materials"?Are they just notebooks, or do they include other materials like raw data files to be processed, environment variables (like "DA"), scripts, etc.?I'm very new to Databricks, so it wou...
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- 3722 Views
- 4 replies
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AI Agents - calling custom code and databricks jobs
Hi EveryoneI am building AI Agents; my requirement is to call custom tool logic (which was not possible using a unity catalog function) and databricks jobs. I could not find much of documentation on these scenarios. If someone could share any referen...
- 3722 Views
- 4 replies
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Hi @GiriSreerangam , can you share what you are trying to do with the custom tool? You might be able to implement with a custom MCP server. Here are some other resources that may help: https://github.com/JustTryAI/databricks-mcp-serverhttps://github...
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- 5235 Views
- 2 replies
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Export/Share Genie Space Across DEV, QA, and PROD Environments
Hi Team,What is the procedure for exporting a Genie space across multiple workspace environments such as DEV, QA, and PROD?Can you provide any details around this. Thanks ,Phani
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- 2 replies
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@Pilsner When I try to export, I get Error: dataRoom is not user-facing. Trying to download in the workspace browser results in a 400 Bad Request.The bundle documentation for AWS and Azure does not mention genie spaces as existing resources.See the r...
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- 1342 Views
- 1 replies
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Resolved! Vectorisation job automatisation and errors
Hey there ! So I'm fairly new to AI and RAG, and at this moment I'm trying to automatically vectorise documents (.pdf, .txt, etc...) each time a new file comes in a volume that I created.For that I created, a job that's triggered each time a new file...
- 1342 Views
- 1 replies
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To address the question about automating and optimizing document vectorization pipelines (PDF, TXT, etc.) like the Databricks unstructured data pipeline with challenges around HuggingFace model downloads and job flexibility, here are insights and alt...
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- 1115 Views
- 1 replies
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Resolved! Prakash Hinduja Switzerland (Swiss) How can I manage spending while optimizing compute resources?
Hi I am Prakash Hinduja Visionary Financial Strategist, born in Amritsar (India) and now lives in Geneva, Switzerland (Swiss) I’m looking for advice on how to better manage costs in Databricks while still keeping performance efficient. If you’ve foun...
- 1115 Views
- 1 replies
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To optimize costs in Databricks while maintaining strong performance, consider a blend of strategic cluster configurations, autoscaling, aggressive job scheduling, and robust monitoring tools. These proven practices are used by leading enterprises in...
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- 3451 Views
- 1 replies
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Resolved! streaming llm response
I am deploying an agent that works good withouth streaming:it is using the following packages: "mlflow==2.22.1", "langgraph", "langchain", "pydantic==2.8.2", "langgraph-checkpoint-sqlite", "databricks-langchain", "p...
- 3451 Views
- 1 replies
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To implement streaming output for your agent in Databricks and resolve the error "This model does not support predict_stream method.", the key requirement is that your underlying MLflow model must support the predict_stream method. Most l...
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- 3047 Views
- 5 replies
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Model deprecation issue while serving on Databricks
I am facing this below error while serving codellama model:Exception: Request failed with status 400, {"error_code":"INVALID_PARAMETER_VALUE","message":"The provisioned throughput model Llama 2 7B is deprecated and no longer supported in serving. See...
- 3047 Views
- 5 replies
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Hello @HemantvIkani32! Did the responses shared above help resolve your concern? If yes, please consider marking the relevant response(s) as the accepted solution.
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- 1156 Views
- 1 replies
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How to utilize clustered gpu for large hf models
Hi,I am using clustered GPU(driver -1GPU and Worker-3GPU), and caching model data into unity catalog but while loading model checkpoint shards its always use driver memory and failed due insufficient memory.How to use complete cluster GPU while loadi...
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- 1 replies
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1. Are you using any of the model parallel library, such as FSDP or DeepSpeed? Otherwise, every GPU will load the entire model weights. 2. If yes in 1, Unity Catalog Volumes are exposed on every node at /Volumes/<catalog>/<schema>/<volume>/..., so w...
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- 2836 Views
- 3 replies
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AgentBricks Query Error
Does anyone got:[REMOTE_FUNCTION_HTTP_FAILED_ERROR]The remote HTTP request failed with code 400, and error message 'HTTP request failed with status: {"error_code": "BAD_REQUEST", "message": "Errored due to unknown error. Please contact Databricks sup...
- 2836 Views
- 3 replies
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Hi @gascarin Is this endpoint optimized or the base endpoint? Try optimizing the endpoint and check it again. Are you running ai_query? Can you please run it with a very simple and short prompt to see if it works?
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- 2439 Views
- 4 replies
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Resolved! Agent Bricks not visible on free edition yet
Hi I am from Asia location and Agent bricks is not yet enabled in free version any idea till when it is expected to be released
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- 4 replies
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- 2441 Views
- 1 replies
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Resolved! Databricks app crash
Hello everyone,I am working on a databricks app project. IT's a chatbot on a monorepo wih a frontend built with next.js and a fastapi backend. Sometimes the app crashes unexpectedly. In the logs i see these messages : -> sending sigterms to other pro...
- 2441 Views
- 1 replies
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Hey Kay0291 - Your logs suggest the app is running out of memory: exit code 137 means the OS killed your process (likely exceeding Databricks Apps’ 2 vCPU/6GB RAM limit). This often happens when both Next.js and FastAPI run together, especially under...
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- 3574 Views
- 2 replies
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Resolved! Databricks Genie as Managed MCP server
I am trying out a Genie space to be used as a MCP server with a client. When i add the URL details and authentication PAT I get an error .. attached image file for more details. Unable to validate mcp server capabilities! Error: MCP server validation...
- 3574 Views
- 2 replies
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Hello @kbaig8125! Did the steps shared above help resolve your issue? If yes, please consider marking it as the accepted solution. If you found a different approach, please share it with the community so others can benefit as well.
- 2 kudos
- 1880 Views
- 2 replies
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LLAMA3.1 logging using mlflow
Hi team, I am facing issue after registering the meta llama 3.1 8b instruct model, while serving i get the response like{error code: BAD REQUEST, "message": "Time out while evaluating the model. Verify that the model evaluate within the timeframe."Gi...
- 1880 Views
- 2 replies
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Hello @HemantvIkani32! Did the above suggestion help resolve your issue? If yes, please consider marking it as the accepted solution. If you found another approach, it would be great if you could share it with the community.
- 1 kudos
- 2536 Views
- 2 replies
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Preserving Intelligence and Learning during Genie Space Migration
Hi Team,How can we migrate a Genie space to a higher environment while preserving its existing intelligence and learning, along with the catalog, to avoid recreating the same knowledge.Regards,Phani
- 2536 Views
- 2 replies
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Okay, maybe I’ll bring up an uncomfortable topic and ask why we should even bother trying to help you if you can’t dedicate five minutes of your time to let us know whether a suggestion or reply worked. We are spending our free time answering questio...
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