What Is an AI Factory and How Does It Work?

Tal Sofer
May 28, 2025

During the 2025 Nvidia GTC conference, one of the keywords that drew a lot of attention was “AI factory.” An AI factory is Nvidia’s idea for producing large-scale AI systems….

A Single Pane of Glass to Your Data: Multiple Storage Backends Support in lakeFS

Tal Sofer
May 13, 2025

Today’s organizations don’t just use a single data storage solution – they operate across on-prem servers, multiple cloud providers, and hybrid environments. This distributed approach has become necessary, but it…

What is AI infrastructure? Benefits & how to build one

Idan Novogroder
April 29, 2025

A solid AI infrastructure is essential for efficiently developing and deploying AI and machine learning (ML) applications – from facial and speech recognition to text processing and computer vision. Before…

6 Types of Metadata: Examples, Tools & Frameworks

Idan Novogroder
April 22, 2025

With the volumes of generated data increasing, metadata has become an essential component in organizing and comprehending massive datasets. Metadata plays a key role in any modern data strategy, especially…

Distributed Data Management is Broken – Here’s Why You Should Care

Tal Sofer
April 21, 2025

In today’s data-driven world, businesses don’t just rely on data – they are built on it. But as data infrastructure sprawls across on-prem systems, multiple cloud providers, and third-party platforms,…

What is AI Data Storage? Benefits, Challenges & Best Practices

Tal Sofer
April 17, 2025

Many companies are modernizing their data storage infrastructure to capitalize on the opportunities of machine learning (ML) and advanced analytics. However, teams face several unique data management challenges such as…

Iterative Fine-Tuning and Parallel Experiments with lakeFS

Barak Amar
April 14, 2025

Supercharging Machine Learning Machine learning (ML) is essential in driving critical business decisions and innovation across various industries. To maintain competitive advantages, organizations continually refine and enhance their ML models…

Machine Learning

lakeFS for LLM Development

Nadav Steindler
April 10, 2025

Training a Large Language Model (LLM) such as ChatGPT or DeepSeek is a complicated, data-intensive process. As a young discipline, best practices and tool chains are still emerging and being…

AI Agents in Business and Automation

Amit Kesarwani
April 2, 2025

This article discusses AI Agents in business and automation, focusing on building an AI Agent using lakeFS, LangChain, OpenAI, and FAISS (Facebook AI Similarity Search) to answer questions based on…

Metadata Management Tools: Types, Features & Benefits

Tal Sofer
March 25, 2025

Managing complex and massive data sets is tricky but metadata management tools can help teams keep their data in shape. Metadata management has become critical in data strategies created by…

Preprocessing Data Locally with Zero Copy Using lakeFS

Oz Katz
March 24, 2025

One of the capabilities of lakeFS is that you can use it to create isolated environments for experimentation or development. Let’s say we want to build a machine learning model…

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