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Community Bricktalk | SQL-Native Vector Search

Hey Databricks Community! Join us for a free, community-sponsored BrickTalk on Thursday, October 29! BrickTalks is a community event series where Databricks experts share real-world use cases, demos, and practical insights for building with data and ...

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yesterday
Databricks Advanced Learning Festival: September 16 - October 14 2026

Databricks Advanced Learning Festival September 16 – October 14, 2026 Join us for a four-week event dedicated to learning, upskilling, and advancing your career in data engineering, analytics, machine learning, and generative AI. Whether you are...

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08-21-2026
Free, Hands-On Databricks Training: APAC Learning Festival

  DATABRICKS Asia-Pacific Learning Festival Free, virtual, hands-on Databricks training   21 & 22 October 2026 Virtual, labs included Free     Ready to level up your Databricks skills? The Databricks Asia-Pacific Learning Festival is back, and ...

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Tuesday
Level Up Your Databricks Skills: Learning Paths & Free Live Training

FOR DATABRICKS LEARNERS Two free ways to grow yourDatabricks skills Both are free and live in the Databricks Community. Bookmark the one that fits where you are right now - or use both. 01 LEARNING PATHS Your Path to Certification What it is:...

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3 weeks ago
DATA + AI World Tour 2026

REGISTRATION IS NOW OPEN The Data + AI World Tour is heading your way A free, one-day event on how organizations are building AI they can trust to deliver real outcomes - by grounding models in their own enterprise data and business context. THE...

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09-01-2026
AI/BI + Genie Launchpad (Oct 20–22) | Free Hands-On Training

Free · Hands-on · Instructor-led AI/BI + Genie Launchpad From dashboards your team can trust to answers in plain language with Genie. A three-day arc of live, hands-on sessions, each built for a different role. Join only the day or days that fit you...

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Friday
Databricks Community Champion - September 2026 - Venugopal Dabbara

Community Champion • September 2026 Meet Venugopal Dabbara Every month, our Community Champion Program recognizes a member who makes the Databricks Community better for everyone, through their knowledge, their willingness to help, and their commitmen...

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Tuesday
Solution Accelerator Series | IOC Matching and Multicloud Query Federation

Cybersecurity in multicloud, multiregion environments can be complicated by fragmented security controls, data dispersion and compliance requirements. The IOC Matching and Multicloud Query Federation Solution Accelerator shows how a lakehouse platfor...

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Tuesday

Community Activity

DaveCh
by > • Visitor
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issues creating a foreign catalog

I've created a foreign connection to an on prem sql server...CREATE CONNECTION IF NOT EXISTS `dagrbs-dr01`  TYPE SQLSERVER  OPTIONS (    host = secret('scope-kv-key-vault', 'ip-dagrbs-dr01'),    port = '1433',    user = secret('scope-kv-key-vault', '...

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Latest Reply
balajij8
Esteemed Contributor II
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@DaveCh The hyphen in the server name is valid for hostnames and IP addresses, so that isn't triggering this issue. The underlying issue here is likely the exact value being returned by secret('scope-kv-key-vault', 'ip-dagrbs-dr01'). The `DATA_SOURCE...

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SubhD2026
by > • New Contributor
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Certificate for Databricks course

Hi ,Just wanted to know, would I get any certificate upon completing the course Introduction to Python for Data Science and Data engineering

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Latest Reply
Advika
Community Manager
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Hello @SubhD2026, Yes, you’ll receive a certificate of completion once you complete the course.  

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revian
by > • New Contributor II
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Serverless DNS failures after trial upgrade (AWS us-east-2)

Our AWS Premium serverless workspace in us-east-2 cannot resolve several public domains. We added a payment method, and the account UI confirms that the trial upgrade is complete.Three fresh serverless notebook runs on September 24, 2026, at approxim...

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Latest Reply
dbxenthusiast
New Contributor II
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@anuj_lathi do you think the reason behind this issue could be similar to https://community.databricks.com/t5/generative-ai/premium-payg-account-stuck-at-trial-verified-rate-limit-of-0-on/m-p/172760#M2204 ?Can trust tier of TRIAL_VERIFIED impact the ...

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databrickspooja
by > • Visitor
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Are PATs (user or service principal) accepted by Databricks Apps?

Is the 401 expected behavior, and is it documented anywhere?Is there a supported way for an external system with only a static header to call a Databricks App?I want to receive webhooks from an external SaaS product. The sender can only POST to a pub...

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oliviaanne
by > • Visitor
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Best Practices for Managing Permissions in Databricks Workspaces

Hi everyone,I’m interested in learning how other teams manage user permissions and access control in Databricks workspaces, especially when multiple users and groups need different levels of access.For example, when working with SQL Warehouses, Unity...

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Latest Reply
Aravind_Reddy
Databricks Partner
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Hello @oliviaanne In my experience, a scalable approach to managing permissions in Databricks is to combine group-based access control, centralized permission management, and regular access reviews rather than managing permissions individually throug...

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DoTA
by > • Valued Contributor II
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How do you regression-test a Genie space or agent when a table or metric view changes underneath it?

I hope this is useful for anyone running Genie spaces or agents past the demo stage. This is a question more than a recommendation, because I have not found a pattern I fully trust yet. The situation: a Genie space or an agent sits on top of a handfu...

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Latest Reply
FrankAzzollini
New Contributor II
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Lu's pattern covers the loop well. Two additions aimed at the exact failure you describe, where the SQL still runs and the answer just moves:1. Assert on the structure of the generated SQL, not only the result. For each golden question, store the tab...

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Tushar_Parekar
by • Databricks Employee
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Bricktalk Recording | Databricks Certification - Did You Know?, What's New, and Where We're Going

James Kantor (Community username: @Cert-Bricks)  explores the latest updates in Databricks Certifications.

Bricktalk_final.png
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Latest Reply
oliviaanne
Visitor
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Thanks for sharing this recording! It’s helpful to learn about the latest certification updates and what’s planned for the future. For someone preparing for a Databricks certification, which learning resources or practice methods would you recommend ...

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EminBoz
by > • Databricks Partner
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"Revoke" permissions for SQL-Warehouse with API

Hello dear community,   i am trying to revoke permissions with the API for SQL-Warehouse. Granting permissions isn't a problem and works like a charme. But revoking won't function. I tried "NO_PERMISSIONS", "NO PERMISSIONS", "DENY", "REVOKE" But i al...

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Latest Reply
oliviaanne
Visitor
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Thanks for sharing this solution! Using the Set SQL Warehouse Permissions endpoint with a PUT request makes sense when you need to remove specific users. Including only the users who should retain access is a useful detail, but it’s important to revi...

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juanlozadab
by > • New Contributor III
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Genie spaces with DABs - how do you deal with the table ordering?

Hi all,I'm about to start managing Genie spaces as code with Asset Bundles and wantedto ask before I build it.From what I'm reading, the genie_spaces resource needs the tables in itsdata_sources to already exist when you deploy. That's fine for an en...

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Latest Reply
maggie33west
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Managing Databricks Genie spaces via Asset Bundles (DABs) introduces a few specific state and dependency challenges, especially around initial provisioning and UI collaboration. Most teams end up separating the Genie space from the underlying data la...

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AnhPT
by > • New Contributor III
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Managerment resource computer

hi folks,i'd like to gather some insights on how your teams manage compute policies in production environments.Could you share:How many compute policies you currently maintain?How you categorize them (e.g., shared clusters, job clusters, interactive ...

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Latest Reply
david85burger
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Most enterprise Databricks teams maintain 3 to 6 core compute policies in production, categorized by workload type: Interactive/Shared (multi-tenant all-purpose clusters for analysts), Job/ETL (cost-optimized automated job clusters enforcing Photon, ...

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Mirela_J
by > • New Contributor
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TellR Roadmap and Strategic Direction | @Databricks Team

Hi,We have recently been evaluating TellR and are very interested in the concept of generating presentation-ready management decks directly from governed data through conversational interactions.From our perspective, the ability to transform insights...

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Latest Reply
amy312james
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TellR is an open-source, community-driven project created within the Databricks ecosystem rather than an officially supported product, though Databricks actively monitors it as a proof of concept for "last-mile" storytelling alongside Genie and Datab...

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FantineM
by > • New Contributor III
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Monitoring a custom Agent (Responses) serving endpoint with an experiment on the Unity Catalog

Hi,I have a Langgraph agent deployed in Databricks on a custom serving endpoint of type Agent (Responses).So far, I have been tracing this agent on a "classic" monitoring experiment. I was using an ad hoc job to sync those traces to a table in the Un...

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Latest Reply
tamara48wells
New Contributor
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When a deployed agent serving endpoint fails to log traces to a Unity Catalog-backed experiment, it is typically due to permissions or environment configuration issues. First, ensure that the service principal running the serving endpoint has explici...

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DSBDatabricks
by • New Contributor II
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Govern Models and Model Services Using ABAC Grant Policies

Unity AI Gateway brings the power of Unity Catalog to Databricks hosted foundation models and services. Tags + ABAC Grant Policies enable you to selectively disable (and if desired) e-enable models seamlessly without interrupting your current deploym...

Databricks Skill Builder cover
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karuppusamy
by > • Databricks Partner
  • 113 Views
  • 3 replies
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Supervisor Agent Deployments!

Hi Team,Could someone please help me deploy the Supervisor Agent using Azure DevOps? I would appreciate it if you could guide me through the deployment steps as well.Thank you.

  • 113 Views
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Latest Reply
Valeria_Koz_DBX
Databricks Employee
  • 2 kudos

Hi @karuppusamy , This refers to Databricks’ managed multi-agent orchestration experience in the Agents UI, specifically Supervisor Agent. For Azure DevOps: Create the Supervisor Agent in Agents > Create Agent > Supervisor Agent and add at least one ...

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2 More Replies
Oumeima
by > • Contributor
  • 87 Views
  • 1 replies
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Lakeflow Connect SQL Server (integrated CDC pipeline): no way to Include/exclude columns

Setup:- Lakeflow Connect, SQL Server source, `connector_type: CDC`, integrated pipeline (gateway-less — extraction and apply in one triggered pipeline on classic compute)- Deployed with Declarative Automation Bundles, `databricks-bundles` 1.20.0, CLI...

  • 87 Views
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Latest Reply
SumeshKashyap
Contributor
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You've read it correctly. This is a service-side check, not a bundles/client issue, and right now column selection isn't available on the integrated (gateway-less) SQL Server pipeline. Why the bundle model and docs don't match the error - TableSpecif...

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