How to Build a RAG Pipeline on Databricks with Agent Bricks & Unity Catalog
Learn to build governed RAG pipelines on Databricks using Agent Bricks and Unity Catalog. Discover the Knowledge Assistant, its 70% quality boost, and key limits.
guides & tutorials
Storage account keys and mount points give every user in a Databricks workspace the same shared access to ADLS, with no audit trail. Here's why teams are moving to Storage Credentials and External Locations instead.
89% of enterprise AI pilots never reach production. Data integration, governance gaps, and silos are why. See how Snowflake Cortex AI fixes the root cause.
A Snowflake Summit 2026 benchmark revealed a 59x cost gap — open-source models at 440 credits vs. frontier models at 26,000 credits for identical workloads. Learn how CoCo, CoWork, AI Credits, and Cortex Training change enterprise AI strategy.
How a data engineering team replaced manual pipeline work with natural language prompts, using Claude Code and the Databricks AI Dev Kit.
Six errors, 6 hours of debugging, and the permission checklist that finally made Databricks Apps + Genie work. The full lessons-learned guide.
Your Claude Code session isn't lost. It's on disk, in a folder /resume isn't scanning. Here's how to find any session in 30 seconds, with the exact commands.
Scenario based learning replaces tutorials with realistic operational scenarios where engineers develop the hands on judgment classroom instruction cannot produce. How it works and why it matters.
The 2026 data engineering roadmap. SQL, Python, cloud, Airflow, dbt, streaming. What companies actually hire for and how to build a portfolio that gets shortlisted.
Medallion Architecture splits your data pipeline into Bronze, Silver, and Gold layers so a small business change never forces a full rebuild. Here's why it works.
I was working on a large content repository on Windows, and I needed to version some new work — campaign assets, workshop content, LinkedIn job descriptions, and some file deletions. Simple enough, right? What followed was a two-day journey through some of Git's more obscure corners.
New engineers shouldn't learn Docker like they're defusing a bomb. Here's how we created a fear-free learning environment—and cut training time in half." (165 characters)
A complete beginner’s guide to data quality, covering key challenges, real-world examples, and best practices for building trustworthy data.
Explore the power of Databricks Lakehouse, Delta tables, and modern data engineering practices to build reliable, scalable, and high-quality data pipelines."
A real-world Terraform war story where a “simple” Azure SQL deployment spirals into seven hard-earned lessons, covering deprecated providers, breaking changes, hidden Azure policies, and why cloud tutorials age fast. A practical, honest read for anyone learning Infrastructure as Code the hard way.
Data doesn’t wait - and neither should your insights. This blog breaks down streaming vs batch processing and shows, step by step, how to process real-time data using Azure Databricks.
This blog talks about Databricks’ Unity Catalog upgrades -like Governed Tags, Automated Data Classification, and ABAC which make data governance smarter, faster, and more automated.
Tired of boring images? Meet the 'Jai & Veeru' of AI! See how combining Claude and Nano Banana Pro creates mind-blowing results for comics, diagrams, and more.
What I thought would be a simple RBAC implementation turned into a comprehensive lesson in Kubernetes deployment. Part 1: Fixing three critical deployment errors. Part 2: Implementing namespace-scoped RBAC security. Real terminal outputs and lessons learned included
This blog walks you through how Databricks Connect completely transforms PySpark development workflow by letting us run Databricks-backed Spark code directly from your local IDE. From setup to debugging to best practices this Blog covers it all.
A simple ETL job broke into a 5-hour Kubernetes DNS nightmare. This blog walks through the symptoms, the chase, and the surprisingly simple fix.
Master the bronze layer foundation of medallion architecture with COPY INTO - the command that handles incremental ingestion and schema evolution automatically. No more duplicate data, no more broken pipelines when new columns arrive. Your complete guide to production-ready raw data ingestion
This blog talks about the Power Law statistical distribution and how it explains content virality
This blog explains how Apache Airflow orchestrates tasks like a conductor leading an orchestra, ensuring smooth and efficient workflow management. Using a fun Romeo and Juliet analogy, it shows how Airflow handles timing, dependencies, and errors.
The blog contains the journey of ChatGPT, and what are the limitations of ChatGPT, due to which Langchain came into the picture to overcome the limitations and help us to create applications that can solve our real-time queries
An account of experience gained by Enqurious team as a result of guiding our key clients in achieving a 100% success rate at certifications
This blog delves into the capabilities of Calendar Events Automation using App Script.
Dive into the fundamental concepts and phases of ETL, learning how to extract valuable data, transform it into actionable insights, and load it seamlessly into your systems.