Learn how to build an intelligent search system by combining BigQuery ML's K-means clustering with Large Language Models. This comprehensive guide walks through the complete process—from setting up external connections to generating embeddings and creating meaningful cluster labels. While the solution offers good scalability and configurability, we'll explore both its technical implementation and practical limitations. Ideal for data engineers and analysts looking to implement automated search query categorization in BigQuery, with a focus on achievable, production-ready results.

Following up on the list of 2023's, Q1 2024's, Q2 2024's most exciting projects, here is the list of the most useful, innovative and exciting LLM-powered projects I found in 2024 Q3.

Ever dreamed of having godlike powers over your data? Meet sGTM Pantheon, Google's latest open-source project that's about to revolutionize your server-side Google Tag Manager experience. With ten powerful tools named after Greek deities, sGTM Pantheon offers divine solutions for real-time data access, advanced analytics, and seamless API integration. From Deipneus cooking up first-party cookies to Phoebe's predictive prowess, this toolkit is set to take your data management to Olympian heights. Ready to unleash the power of the tech gods on your data? Dive into our full article to discover how sGTM Pantheon can transform your digital marketing strategies and elevate your data game to legendary status.

In the ever-expanding world of big data, huge files have become commonplace in data engineering projects. These behemoths can bring even powerful systems to their knees, turning simple tasks like viewing or editing into Herculean challenges. But fear not! Whether you're grappling with gigantic log files, colossal datasets, or mammoth database dumps, this article is your roadmap to efficiently managing and processing huge files. We'll explore a toolkit of ingenious solutions, from specialized file viewers that won't freeze your PC, to command-line wizardry for peeking into files without overloading your memory. You'll discover the art of batch processing, allowing you to tackle massive files in manageable chunks. We'll also delve into compression techniques and streaming processes that'll transform the way you handle big data. By the end of this guide, you'll be equipped with the knowledge to view, edit, and process files that don't fit in your PC's memory with confidence and ease. Get ready to tame those data giants and take your data engineering skills to the next level!