Databricks Community

How to Deploy Agent-to-Agent (A2A) Protocol on Databricks Apps?-> End-to-End Guide

Modern AI systems rarely live alone. They collaborate. Google’s Agent-to-Agent (A2A) protocol gives agents a common language (JSON-RPC over HTTP/S, with streaming via SSE) plus a discovery mechanism (the Agent Card) so they can find and work with eac...

⭐ Setup Spark with Hadoop Anywhere : A DBR aligned local Spark+HDFS+Hive stack on Docker⭐

Hello Community, Let me start off with a quick question: Have you ever... Migrated your workloads from on-prem Spark to Databricks and encountered a bug and thought, “I wish I could repro this locally to debug the issue without burning cluster hours...

Metric Views in Databricks: A Unified Approach to Business Metrics

Databricks has introduced a powerful feature—Metric Views—that transforms how organizations define, manage, and consume business metrics. Whether you're a data analyst, engineer, or business stakeholder, Metric Views offer a unified, governed, and re...

🌟 Community Pulse: Your Weekly Roundup! November 07 – 13, 2025

This week was charged – from insightful discussions to Hackathon brilliance, our members showed off their creativity, collaboration, and unmatched Databricks energy! Let’s dive into this week’s highlights Community Stars of the Week Big cheers to e...

Databricks Release Hub

I launched a new app this week to help keep track of Databricks releases.you can view and filter the latest releases in the timeline view, or go to the resources page and go to a product area and see the latest releases alongside useful links for blo...

From Lag to Agility: Reinventing Freshworks’ Data Ingestion Architecture

As a global software-as-a-service (SaaS) company specializing in providing intuitive, AI-powered business solutions designed to enhance customer and employee experiences, Freshworks depends on real-time data to power decision making and deliver bette...

Upgrade Your HMS and AWS Glue Tables: How-To Guide for Migrating Foreign Tables to Unity Catalog

Intro Unlock Unity Catalog governance and performance by upgrading Hive Metastore (HMS) and AWS Glue foreign tables to Managed Tables using the new Upgrade Foreign Table workflow. Managed Tables provide automatic optimizations that can boost query pe...

Handling the Chaos: Data Quality Strategies with PySpark Ingestion

Tips and Techniques for Ingesting Large JSON files with PySparkIntroductionSuppose you’ve ever struggled or grappled with consuming massive JSON files with PySpark. In that case, you are aware that insufficient data can always creep in and silently d...

BrickTalks Recording: Serving intelligence with Lakebase with Mooncake Founder Pranav Aurora

Hey everyone! Big thanks to all of you who registered for yesterday’s BrickTalks session about Lakebase with Mooncake founder Pranav Aurora. We had an awesome lineup and a ton of great insights shared. There was a mix-up in the confirmation emails (s...

BrickTalks: Serve intelligence from your Lakehouse to your Apps with Lakebase

Enhancing Databricks Genie with Advanced AI Capabilities

Enhancing Databricks Genie with Advanced AI Capabilities Databricks AI/BI Genie provides an intuitive way to interact with your data. It allows you to ask questions in natural language and receive intelligent responses from your Lakehouse. Genie make...

Find Sensitive Data at Scale with Data Classification in Unity Catalog

Today, we’re excited to announce the Public Preview of Databricks Data Classification on AWS, Azure Databricks, and GCP. Why Sensitive Data Gets Missed As organizations scale their data platforms, sensitive information often hides in plain sight. New...

🚀 Announcing the Databricks Data Intelligence Platform Cheat Sheet

We’re excited to share the new Databricks Data Intelligence Platform Cheat Sheet — your go-to reference for exploring all the capabilities our platform offers today. This concise sheet brings together the key features and functionalities of the Datab...

API Consumption on Databricks

In this blog, I will be talking about the building the architecture to serve the API consumption on Databricks Platform. I will be using Lakebase approach for this. It will be useful for this kind of API requirement.API Requirement: Performance:Curre...

From Hackathon to Impact: Building a Data-Driven Forecasting App on Databricks

IntroductionAfter Databricks' Data + AI Summit, an electrifying hackathon lit up the London HQ. Teams from across industries came together to build bold, tangible solutions using DBX’s latest features. And… we won! How? Vision, teamwork, and a killer...