- 35019 Views
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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 ...
- 35019 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
- 2011 Views
- 3 replies
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Should elaborate and complex LLM apps be deployed as MLFlow serving endpoints?
In a project we are building increasingly complex LLM-based Apps (RAG, multi-agent workflows, langgraph, unstructured ingestion etc), and we are having doubts if these apps should be deployed as MLFlow-based endpoints. I would like your feedback on i...
- 2011 Views
- 3 replies
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Actually, maybe root folder was imprecise. The point is that it gets file system access. It becomes a regular Workspace user, with too much access. If, however, you want to give it specific accesses beyond that, you could give it access to specific v...
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- 1334 Views
- 1 replies
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Error running mlflow.evaluate()
Hi Team,I am following below article to evaluate my model.What is Mosaic AI Agent Evaluation? | Databricks on AWSExample for my model is below:input_example = pd.DataFrame({ "text": ["What is the stoppage duration for January month 2024?"], "pa...
- 1334 Views
- 1 replies
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Hello @Nawneet, Ensure that the input format for the agent evaluation matches the expected schema. Here is an example to structure your input data correctly: import mlflow import pandas as pd examples = { "request": [ {"messages": [{"ro...
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- 5524 Views
- 4 replies
- 4 kudos
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...
- 5524 Views
- 4 replies
- 4 kudos
- 2850 Views
- 1 replies
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Resolved! Understanding compute requirements for Deploying Deepseek-R1-Distilled-Llama Models on databricks
Hi I came across the blog Deploying Deepseek-R1-Distilled-Llama Models on Databricks at https://www.databricks.com/blog/deepseek-r1-databricksI am new to using custom models that are not available as part of foundation models.According to the blog, I...
- 2850 Views
- 1 replies
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Its Resolved https://community.databricks.com/t5/machine-learning/understanding-compute-requirements-for-deploying-deepseek-r1/m-p/109357#M3956
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- 6145 Views
- 1 replies
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Error - Interact with SQL database
When I try to use Datbricks sql agent, I'm getting below error:DatabaseError: (databricks.sql.exc.ServerOperationError) [UNBOUND_SQL_PARAMETER] Found the unbound parameter: param_1. Please, fix `args` and provide a mapping of the parameter to a SQL ...
- 6145 Views
- 1 replies
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Hi @dileepkumar_t The UNBOUND_SQL_PARAMETER error in Databricks SQL Agent occurs when a parameter marker in a SQL query is not associated with a value. This error is raised because the SQL query is expecting a parameter to be provided, but it has not...
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- 4901 Views
- 1 replies
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Cost Analysis for Databricks Compute
I am currently using the Databricks Vector Search on top of my databricks workspace and running the DBRX Model for querying off and retrieve the results out of it.I have noticed something, a category of compute occurred, which I haven't seen earlier....
- 4901 Views
- 1 replies
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Hi @Mohanrajv27 The "Automated Serverless compute Pro" category in Databricks is designed to provide a serverless environment where compute resources are automatically managed and scaled by Databricks. Hope this answers your question!
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- 2438 Views
- 2 replies
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Tool Calls with Workspace Models
I recently followed the blog post on running deepseek llama distilled. I then served it via Serving Endpoints with provisioned throughput. In my use case I am using pydantic-ai to build out some simple agents for testing. It seems with this style ...
- 2438 Views
- 2 replies
- 1 kudos
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Thanks @Alberto_Umana which one of these controls allows the conversation to continue past the first tool call? Is there documentation on all configurable fields? Also does this still allow override some of these at the client level? Ex. passing in...
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- 4101 Views
- 2 replies
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Integrating LangGraph with AI Cookbook Agent Template on Databricks using MLflow
I am working on building an agent using the AI Cookbook Agent Template and would like to integrate LangGraph into the agent template. Specifically, I want to build an agent that uses an adaptive RAG chain and an SQL agent. My goal is to implement th...
- 4101 Views
- 2 replies
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Hi @aliciachimeno, Please take a look at: https://github.com/databricks/genai-cookbook
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- 3005 Views
- 2 replies
- 3 kudos
Resolved! Databricks Certified Generative AI Engineer Associate
Hi, I passed Databricks Certified Generative AI Engineer Associate exam yesterday and I havent received certificate. I verified my accredible account but it is not reflecting. In fact, there are several partner training I did last month and they are ...
- 3005 Views
- 2 replies
- 3 kudos
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Hello @vipintyagi!Your certificate has already been sent. Please ensure you're using the same email ID for your Accredible account as the one used during exam registration.
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- 15089 Views
- 1 replies
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Genie Space
How can I export/share a Genie space across different workspace environments such as DEV,QA, and PROD etc.# Genie
- 15089 Views
- 1 replies
- 3 kudos
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You would use Git Folders (Run Git operations on Databricks Git folders (Repos) | Databricks on AWS). In my environment, it doesn't appear to be supported yet. You can create a Genie space in a Git Folder at this time, but you get this alert:
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- 4439 Views
- 7 replies
- 1 kudos
Customizing the UI of Streamlit App Template
Hi There,I used the Streamlit Chatbot template for Databricks Apps. I'm looking to customize the UI and wanted to make changes to the app.py file to do so. Even before I made any changes, I ran the file and I'm getting an error with databricks SDK an...
- 4439 Views
- 7 replies
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Hi @bryan1, Thanks for the details, there might be something at the cluster level configuration, can you please share your cluster settings like DBR version / libraries / access mode? I even tried on an older version / serverless and worked:
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- 10424 Views
- 11 replies
- 2 kudos
Help with Databricks vector search index advanced metadata filtering
I have been able to successfully implement a Databricks vector search index with metadata filtering (How to create and query a vector search index | Databricks on AWS).However, I am facing a challenge when implementing a more advanced filtering mecha...
- 10424 Views
- 11 replies
- 2 kudos
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sure, happy to help, let us know in case you have additional questions
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- 875 Views
- 0 replies
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Role of Data practitioner in AI Era
As the AI revolution takes off in 2025, there is a renewed emphasis on adopting a Data-First approach. Organizations are increasingly recognizing the need to establish a robust data foundation while preparing a skilled fleet of Data Engineers to tack...
- 875 Views
- 0 replies
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- 5667 Views
- 7 replies
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Resolved! Importing LanceDB Library Crashes Python Driver
Hello, I am unable to import the LanceDB library.My environment is configured as follows:Single Node of type g4dn.xlargeDBR 16.1 ML for GPUCode to Reproduce: %pip install lancedb==0.17.0 dbutils.library.restartPython() # Crashes on import import lan...
- 5667 Views
- 7 replies
- 1 kudos
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Hello @victor58 thanks for your question, on your case lets start with validations based on KB https://kb.databricks.com/en_US/clusters/python-kernel-is-unresponsive-error-message
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- 34795 Views
- 2 replies
- 1 kudos
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...
- 34795 Views
- 2 replies
- 1 kudos
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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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