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Traditional RAG often feels like a black box. Vector search is powerful, but hard to reason about, and that makes AI agent knowledge versioning nearly
- Oz Katz
In this post we build something most agent demos skip: an agent that does real work on real data, inside guardrails it can’t escape. The
- Alexandria Yip, Iddo Avneri
Based on my presentation at PyData Global 2025. My colleague Yoav recently wrote about why reproducibility matters so much in healthcare AI and how data
- Joe Pringle
Based on my presentation at PyData Global 2025 When we – engineers – hear the word “compliance,” we tend to roll our eyes. We want
- Itai Gilo
Many lakeFS customers in the aerospace, automotive, healthcare & life sciences, and manufacturing industries also are heavy users of MATLAB. lakeFS solves a range of
- Joe Pringle
lakeFS Enterprise offers a fully standards-compliant implementation of the Apache Iceberg REST Catalog, enabling Git-style version control for structured data at scale. This integration allows
- Amit Kesarwani
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
- Tal Sofer
Introduction Role-Based Access Control (RBAC) is an effective way to minimize the risk of data breaches by ensuring users only have access to the data
- Amit Kesarwani
What is lakeFS Enterprise? lakeFS Enterprise is a commercially-supported version of lakeFS, offering additional features and functionalities that meet the needs of organizations from a
- Amit Kesarwani
In modern software development, Pull Requests (PRs) are a fundamental tool for collaborating on code. They allow teams to review, discuss, and merge changes in
- Oz Katz, Itai Gilo
Promoting ETL code for production is a straightforward process. We have our code – usually stored in Git – and want to build and test
- Amit Kesarwani
Once you start using lakeFS, the files on your object store will form a new representation. The names and paths of the files on the
- Iddo Avneri
