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10 Essential Linux File System Commands for Data Management

KDnuggets

In this article, you'll master 10 essential Linux file system commands. This guide provides helpful examples to make working with files easier.

Systems 104
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Data News — Week 25.02

Christophe Blefari

AI companies are aiming for the moon—AGI—promising it will arrive once OpenAI develops a system capable of generating at least $100 billion in profits. ❤️ Transformers laid out — The best article out there to understand Transformers (which are key to understand LLMs). Read the pdf version directly.

Data 130
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Getting Started with Building RAG Systems Using Haystack

KDnuggets

Retrieval augmented generation (RAG) is altering the way we use large language models, but building these systems can be hectic. In this article, you will learn how to build RAG systems using Haystack.

Systems 128
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Builder.ai did not “fake AI with 700 engineers”

The Pragmatic Engineer

The naive approach: have the devs write code and assume there will never be more than 700 parallel sessions in play: First attempt at a system where 700 devs can pretend to be an AI There is one immediate, major problem: latency. Also, it’s the year 2024 in this experiment. Also, it’s the year 2024 in this experiment.

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The Roots of Today's Modern Backend Engineering Practices

The Pragmatic Engineer

In this article, we cover thee out of nine topics from today’s subscriber-only issue: The Past and Future of Modern Backend Practices. We used a system called CVS ( Concurrent Versions System ) for version control, as Git did not exist until 2005 when Linus Torvalds created it. and hand-rolled C -code.

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The “10x engineer:" 50 years ago and now

The Pragmatic Engineer

In this article, we cover one out of five topics from today’s subscriber-only article What Changed in 50 Years of Computing. Brooks discusses software in the context of producing operating systems, pre-internet. This was one out of the five topics covered in the article What Changed in 50 Years of Computing.

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Introducing Agent Bricks: Auto-Optimized Agents Using Your Data

databricks

Last year, the promise of data intelligence – building AI that can reason over your data – arrived with Mosaic AI, a comprehensive platform for building, evaluating, monitoring, and securing AI systems. Too many knobs : Agents are complex AI systems with many components, each that have their own knobs.