- 39857 Views
- 23 replies
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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 ...
- 39857 Views
- 23 replies
- 50 kudos
- 926 Views
- 1 replies
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agent bricks - can't figure out how to enable Knowledge Assistant
Hi, getting this error when trying to build a Knowledge Assistant agent: I have a premium account in the eastus region. The docs say I need to have a 'serverless budget policy' configured, but despite all my attempts, i can't get it to show up as an ...
- 926 Views
- 1 replies
- 1 kudos
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Hi Steph, it sounds like the Knowledge Assistant requires a serverless budget policy linked to your premium account. If it’s not showing in admin settings, it’s often a region/configuration issue. I’d recommend:Double-check that your East US account ...
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- 1566 Views
- 2 replies
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Resolved! Help with hybrid search function
I need help writing a filter. I want to pre-filter a vector index before performing a hybrid search and create this as a function. Below is a simple example of searching for products for a given customer. A prefilter is key as this provides author...
- 1566 Views
- 2 replies
- 1 kudos
- 1 kudos
@the_peterlandis, Yes, currently vector_search SQL function doesn't provide pre filter support. However, if you must implement the UC function for this, you can do it something like below using Python code with filters. %sql CREATE OR REPLACE FUNCT...
- 1 kudos
- 1018 Views
- 1 replies
- 3 kudos
Resolved! Multi-agent chatbot Optimization
We have developed a multi-agent chatbot using LangGraph within the Databricks environment. The solution is functional, but we are facing challenges related to performance observability and end-to-end optimization.We need guidance in the following are...
- 1018 Views
- 1 replies
- 3 kudos
- 3 kudos
Hi @Saurabh2406 , This sounds like a fairly advanced use case - are you in touch with your account team at Databricks? They would be able to provide you with more detailed guidance on this use case. They could also get you connected with internal spe...
- 3 kudos
- 6276 Views
- 6 replies
- 0 kudos
How to Use Databricks Repos for Collaborative Development and CI/CD Integration?
I’d like to gather insights, best practices, and real-world experiences from anyone who has worked with Databricks Repos for team-based development. Databricks Repos is designed to streamline source control, versioning, and automation, but the workfl...
- 6276 Views
- 6 replies
- 0 kudos
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Databricks Repos make collaborative development easy by connecting notebooks to Git. You can work on branches, track changes, and sync with your team. Plus, they integrate with CI/CD pipelines, allowing automated testing and deployment of notebooks o...
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- 2843 Views
- 3 replies
- 5 kudos
Resolved! Information Extraction Agent - Update Agent failed
Hi everyone,I’m running into a persistent issue when trying to save an Information Extraction Agent in Databricks.Every time I click Save and update, I get: Update Agent failed. Failed to save AgentThis happens regardless of what I change — schema, g...
- 2843 Views
- 3 replies
- 5 kudos
- 5 kudos
It sounds like the update for your Information Extraction Agent didn’t go through successfully. A few things you could try:Check logs – Look for any error messages during the update process; they often give clues about what went wrong.Verify dependen...
- 5 kudos
- 1345 Views
- 2 replies
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Resolved! Agent Bricks Multi Agent Supervisor failing update
Hello,I recently created a Multi Agent supervisor yesterday and it is working fine till date but when i created a second Multi Agent Supervisor assistant, im facing below error: Endpoint update failedFailed to deploy : Quota Exceeded: You've hit the ...
- 1345 Views
- 2 replies
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Thanks Advika, I have deleted some of the endpoints and its working now. Also wanted to know if instead of deleting the endpoint, can I just pause it or scale it to zero to avoid endpoint cost.
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- 4256 Views
- 3 replies
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Resolved! Measuring latency metrics like TTFT, TBT when deploying agents on Databricks
Is there an inbuilt method to measure latency metrics like TTFT, TBT when deploying agents on Databricks? Using MLFlow ChatAgent, ChatDatabricks/OpenAI client(workspace client)What would be the way to measure them in case no inbuilt method exists?
- 4256 Views
- 3 replies
- 0 kudos
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@actualhuman_012 , You’re close: for production observability you can use server‑side tracing when you deploy agents on Databricks, and client‑side instrumentation when the app runs outside; you don’t have to rely only on the client side. What to us...
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- 7809 Views
- 3 replies
- 1 kudos
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...
- 7809 Views
- 3 replies
- 1 kudos
- 1 kudos
@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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- 1840 Views
- 4 replies
- 1 kudos
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
- 1840 Views
- 4 replies
- 1 kudos
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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.
- 1 kudos
- 3841 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 ...
- 3841 Views
- 8 replies
- 4 kudos
- 4 kudos
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
- 3902 Views
- 2 replies
- 2 kudos
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...
- 3902 Views
- 2 replies
- 2 kudos
- 2 kudos
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 ...
- 2 kudos
- 1853 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...
- 1853 Views
- 1 replies
- 1 kudos
- 1 kudos
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...
- 1 kudos
- 12165 Views
- 4 replies
- 3 kudos
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=[ { ...
- 12165 Views
- 4 replies
- 3 kudos
- 3 kudos
@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": [ { ...
- 3 kudos
- 1473 Views
- 1 replies
- 1 kudos
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...
- 1473 Views
- 1 replies
- 1 kudos
- 1 kudos
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
- 2567 Views
- 1 replies
- 4 kudos
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...
- 2567 Views
- 1 replies
- 4 kudos
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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
