- 30127 Views
- 18 replies
- 33 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 ...
- 30127 Views
- 18 replies
- 33 kudos
- 996 Views
- 1 replies
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Issues with Generating Synthetic Data Using the Mosaic AI API - 403 Permission Denied Error
Hi everyone,I’m currently working with the new Synthetic Data Generation API in Mosaic AI, and I’ve encountered an issue when trying to generate questions for a document. Specifically, I’m running into the following error:Failed to generate question...
- 996 Views
- 1 replies
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Hi @aero_g, Looks like it is not supported on your region, but I will get more details internally.
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- 1353 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...
- 1353 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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- 757 Views
- 1 replies
- 0 kudos
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...
- 757 Views
- 1 replies
- 0 kudos
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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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- 3702 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...
- 3702 Views
- 4 replies
- 4 kudos
- 2248 Views
- 1 replies
- 0 kudos
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...
- 2248 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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- 4581 Views
- 1 replies
- 0 kudos
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 ...
- 4581 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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- 4109 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....
- 4109 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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- 1257 Views
- 2 replies
- 1 kudos
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 ...
- 1257 Views
- 2 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 1028 Views
- 1 replies
- 0 kudos
Databricks REST api to manage and deploy Genie spaces programmatically
Hello,I am looking to find documentation for databricks REST api for creating and deploying genie spaces with necessary configuration. Could you please guide me to the documentation for the same.Regards,Sristi Raj
- 1028 Views
- 1 replies
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Hi @SristiRaj, Currently there is not API for that. I see that Databricks Genie Conversation APIs are currently in private preview. Please stay tune for news on this!
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- 3033 Views
- 2 replies
- 2 kudos
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...
- 3033 Views
- 2 replies
- 2 kudos
- 2 kudos
Hi @aliciachimeno, Please take a look at: https://github.com/databricks/genai-cookbook
- 2 kudos
- 2391 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 ...
- 2391 Views
- 2 replies
- 3 kudos
- 3 kudos
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.
- 3 kudos
- 14439 Views
- 1 replies
- 3 kudos
Genie Space
How can I export/share a Genie space across different workspace environments such as DEV,QA, and PROD etc.# Genie
- 14439 Views
- 1 replies
- 3 kudos
- 3 kudos
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:
- 3 kudos
- 3033 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...
- 3033 Views
- 7 replies
- 1 kudos
- 1 kudos
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:
- 1 kudos
- 6251 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...
- 6251 Views
- 11 replies
- 2 kudos
- 2 kudos
sure, happy to help, let us know in case you have additional questions
- 2 kudos
- 666 Views
- 0 replies
- 0 kudos
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...
- 666 Views
- 0 replies
- 0 kudos
