- 36079 Views
- 22 replies
- 47 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 ...
- 36079 Views
- 22 replies
- 47 kudos
- 47 kudos
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...
- 47 kudos
- 4364 Views
- 7 replies
- 10 kudos
Resolved! ai_query not affected by AI gateway's rate limits?
Hey, We've been testing the ai_query (Azure Databricks here) on preconfigured model serving endpoints likedatabricks-meta-llama-3-3-70b-instruct and the initial results look nice. I'm trying to limit the number of requests that could be sent to those...
- 4364 Views
- 7 replies
- 10 kudos
- 10 kudos
Hey, @BS_THE_ANALYST, before writing that post, I went exactly through the docs you've posted. I wasn't able to find a specific confirmation (or denial) that this function will be affected by the rate limits, which led me to believe that it's worth a...
- 10 kudos
- 2054 Views
- 2 replies
- 1 kudos
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...
- 2054 Views
- 2 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 3785 Views
- 8 replies
- 8 kudos
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...
- 3785 Views
- 8 replies
- 8 kudos
- 8 kudos
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...
- 8 kudos
- 2921 Views
- 4 replies
- 2 kudos
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...
- 2921 Views
- 4 replies
- 2 kudos
- 2 kudos
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...
- 2 kudos
- 4094 Views
- 2 replies
- 3 kudos
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
- 4094 Views
- 2 replies
- 3 kudos
- 3 kudos
@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...
- 3 kudos
- 1063 Views
- 1 replies
- 1 kudos
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...
- 1063 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 862 Views
- 1 replies
- 1 kudos
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...
- 862 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 2889 Views
- 1 replies
- 1 kudos
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...
- 2889 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 2321 Views
- 5 replies
- 3 kudos
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...
- 2321 Views
- 5 replies
- 3 kudos
- 3 kudos
Hello @HemantvIkani32! Did the responses shared above help resolve your concern? If yes, please consider marking the relevant response(s) as the accepted solution.
- 3 kudos
- 938 Views
- 1 replies
- 0 kudos
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...
- 938 Views
- 1 replies
- 0 kudos
- 0 kudos
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...
- 0 kudos
- 2245 Views
- 3 replies
- 1 kudos
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...
- 2245 Views
- 3 replies
- 1 kudos
- 1 kudos
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?
- 1 kudos
- 1829 Views
- 4 replies
- 3 kudos
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
- 1829 Views
- 4 replies
- 3 kudos
- 1813 Views
- 1 replies
- 1 kudos
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...
- 1813 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 2605 Views
- 2 replies
- 2 kudos
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...
- 2605 Views
- 2 replies
- 2 kudos
- 2 kudos
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
- 1600 Views
- 2 replies
- 1 kudos
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...
- 1600 Views
- 2 replies
- 1 kudos
- 1 kudos
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
