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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 ...
- 36062 Views
- 22 replies
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- 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...
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- 7257 Views
- 3 replies
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Vector search index creation is incredibly slow
I am trying to create a vector search index for a Delta Table using Azure OpenAI embeddings (text-embedding-3-large). The table contains 5000 chunks with approx. 1000 tokens each. The OpenAI embeddings are generated through a Databricks model serving...
- 7257 Views
- 3 replies
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@epistoteles I am also facing the same issue while delta table sync with Index. Could you please share if you have any work around or used some different appoarch to decrease latency.Thanks in advance.
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- 1528 Views
- 4 replies
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Resolved! Agentic AI Workload Analyzer
Hello Databricks experts,In Automating Best Practices with Agentic AI Workload Analyzer, Krishna Satyavarapu and Nikhil Mishra mentioned "The Agentic AI Workload Analyzer". Is it known when this will be available.cheersMario
- 1528 Views
- 4 replies
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Generative AI is transforming how we handle data and automation. The key challenge now is balancing model creativity with control — ensuring reliable outputs while keeping innovation at the core.
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- 3031 Views
- 8 replies
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Resolved! Agent Bricks - MAS 500 Internal error
Hi Databricks Team / Community,I’m encountering a 500 Internal Server Error when calling an Agent Bricks MAS endpoint in my workspace. The error message is:500 Internal Error. Please try again later. If this issue persists, please contact Databricks ...
- 3031 Views
- 8 replies
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Hello, i'm facing the same issue while testing sample queries in the "Test your Agent" box. Could anyone plese help me with the process of enabling OBO authorization
- 4 kudos
- 2833 Views
- 2 replies
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Resolved! Agent Bricks Cost and Billing
This is regarding agent bricks and want to understand DBU consumed while creating a knowledge assistant agent. Can anyone please share any video or documentation which will help me in this regard..Let's say I take a pdf on which we want Knowledge ass...
- 2833 Views
- 2 replies
- 2 kudos
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As it is fairly new product and yet to be made availalbe in various region even in Public preview, we are running a webinar with Databricks SA. Below is the link to our earlier post. Pls feel free to join this and hear it directly from Databricks SA ...
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- 1418 Views
- 1 replies
- 1 kudos
Resolved! Running Into Erroneous "Databricks Connected" Messages with Claude Desktop
When I try to connect Databricks via the connector that is now available within Claude Desktop to a genie space I have available (which is just the default test one), Databricks appears to say that it connects successfully, but it never actually work...
- 1418 Views
- 1 replies
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Greetings @kcailabs , Thanks for sharing the screenshots—this helps. From what I can see, Claude shows a “Successfully connected to Databricks” toast while the Databricks connector still displays “Disconnected,” and the Server URL entered is just a p...
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- 10327 Views
- 4 replies
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How to implement prompt caching using Claude models?
Hi, I am trying to use prompt caching future using claude "databricks-claude-sonnet-4" databricks endpoint (wrapped in a ChatDatabricks instance). Using langchain, I set SystemMessage( content=[ { ...
- 10327 Views
- 4 replies
- 3 kudos
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@DinoSaluzzi If you can restructure your system& user prompt in a similar manner to the examples provided, prompt caching should start working as expected. messages = [ { "role": "system", "content": [ { ...
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- 1193 Views
- 1 replies
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Getting error while trying to use external MCP
I have created a mcp connection from marketplace :Conn Name : mcp_brightdata_web_surfermcp product url : https://brightdata.com/I have attached the mcp through playground . But while submitting the prompt I am getting the following error .Error : The...
- 1193 Views
- 1 replies
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Based on the error, which is a "502 Bad Gateway" error indicates that a server sitting as a gateway or proxy received an invalid response from an upstream server. Here, Databricks is trying to communicate with the external MCP server associated with...
- 1 kudos
- 4731 Views
- 13 replies
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Resolved! AgentBricks - Multi Agent Supervisor Issue
Hi, I am doing POC using AgentBricks and using Multi Agent Supervisor. I have configured 2 subagents.1. Genie Space2. UC Function to call LLM3. UC Function to plot chartsHowever, the agent is able to access and use only Genie space agent and not usin...
- 4731 Views
- 13 replies
- 6 kudos
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Also, as you can see on the top right of the attached image, it creates an MLFlow experiment. Click on that MLflow experiment, and check the traces and let me know what it shows, as you can see here it shows the tool is being called in the trace. ...
- 6 kudos
- 1951 Views
- 1 replies
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Why Agent Bricks Is a Game Changer
Check out Agent Bricks — Databricks’ new framework for building AI agents without writing a single line of code. Picture this: you describe your business challenge in plain English, point it at your data, and boom… a domain-specific agent comes to li...
- 1951 Views
- 1 replies
- 4 kudos
- 4 kudos
Absolutely love the direction Databricks is heading with Agent Bricks — this is true innovation. Taking something as complex as building AI agents and turning it into a no-code, domain-aware, business-ready framework is a huge leap forward for teams ...
- 4 kudos
- 1544 Views
- 4 replies
- 0 kudos
Add AI Guardrail results into response?
We're considering switching from Azure AI Foundry to Mosaic AI Gateway. One nice feature AI Foundry has is it adds the content filter results to the response (and in a streaming response, each delta). This allows us to provide some feedback to the ...
- 1544 Views
- 4 replies
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To include AI Guardrail results in your responses, you need to enable logging or metadata propagation when the model generates output. Check if Mosaic AI Gateway supports attaching Guardrail flags or filter results as part of the response payload or ...
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- 843 Views
- 3 replies
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Databrcks + sharepoint +Microsoft Teams Bot
I recently created a Teams Bot using Databricks Genie, and some of the data I want to retrieve from Databricks can be very large. The solution I am thinking of is for every bot request which will lead to lots of rows and columns to be retrieved, I wa...
- 843 Views
- 3 replies
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Hello @KaushalVachhani I was trying to find out if Databricks already has a template for this part "Genie Conversation API, saves it as a CSV file, and uploads it to SharePoint" Because the data might be big, eg more than 50 rows with more than four ...
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- 943 Views
- 2 replies
- 1 kudos
System tables for vector search index?
Are there system tables or log files for monitoring vector search index searches? I didn't see vector search mentioned on the system tables documentation (Monitor account activity with system tables - Azure Databricks | Microsoft Learn).
- 943 Views
- 2 replies
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Thanks @mark_ott are there plans to make the vector search a "proper" system table in Databricks rather than using an Azure Monitor table?
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- 870 Views
- 1 replies
- 1 kudos
MLflow LangChain Model Serving Fails: _UNSUPPORTED_MODEL_ERROR_MESSAGE ImportError
I’m trying to log and serve a LangChain-based RFI chatbot model using MLflow in Databricks, but I’m encountering the following error when loading the model:ImportError: cannot import name '_UNSUPPORTED_MODEL_ERROR_MESSAGE' from 'mlflow.langchain.util...
- 870 Views
- 1 replies
- 1 kudos
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@Darshan13 , Based on the error, It looks like when Databricks Model Serving tries to load your model, MLflow's internal code attempts to import _UNSUPPORTED_MODEL_ERROR_MESSAGE which doesn't exist in the LangChain utils structure. Are you successful...
- 1 kudos
- 4982 Views
- 1 replies
- 0 kudos
Add Azure Databricks tables as knowledge source into Copilot Studio Agent
Hello!I’m trying to add some tables from my Azure Databricks as a knowledge source in a Copilot Studio agent so that I can ask questions about the information stored in these tables.The connection is created successfully, and I can see a preview of m...
- 4982 Views
- 1 replies
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If your Azure Databricks tables show up as a knowledge source in Copilot Studio, but the agent cannot access data when you ask questions, the issue is often related to user or service account permissions, network rules, or the configuration of the ta...
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- 7549 Views
- 4 replies
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Unable to log MLFlow run for LangChain chain while using databricks-langchain library
Whenever I try to log my run it throws me the following error: MlflowException: Failed to save runnable sequence: {'0': 'RunnableParallel<query,context> -- Failed to save runnable sequence: {\'context\': "RunnableSequence -- Failed to save runnable s...
- 7549 Views
- 4 replies
- 0 kudos
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Hi @heramb13 , Your chain is being serialized by MLflow; during that process MLflow re-imports each runnable by its module path. The error shows MLflow is trying to import ChatDatabricks from the legacy module path “langchain_databricks”, which isn’t...
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