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A solid AI data infrastructure is a key enabler for teams looking to efficiently deploy ML applications. It delivers the fundamental features required to enable
- Tal Sofer
One of the major pain points in ML is the lack of transparency, consistency, and control over data assets. Without a centralized system, teams often
- Tal Sofer
TL;DR Software-only systems can be rerun from the source, but physics-bound workflows face a tougher challenge. Once a moment is gone, it’s gone. Sensor drift,
- Vince Antinozzi, Yoav Yetinson
In this post, we explore how lakeFS can integrate with popular data labeling solutions, the differences between labeling tools’ built-in dataset management and lakeFS data
- Iddo Avneri
Historically, companies have developed their IT systems on an ad hoc basis, installing various software and taking on data management approaches as their needs changed.
- Idan Novogroder
Vector databases are a critical enabler for expanding the use of LLMs. They power applications such as Retrieval Augmented Generation (RAG), pattern matching, anomaly detection,
- Idan Novogroder
Data compliance is all about adhering to laws, regulations, standards, and internal policies regarding data use. Organizations must comply with regulations like the General Data
- Tal Sofer
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
Organizations deal with ever-increasing volumes of data. More data translates into more risk, as hackers have a larger target area. This is where data compliance
- Tal Sofer
Yesterday, OpenAI launched gpt-oss-120b and gpt-oss-20b, marking the company’s first open-weight models since GPT-2 in 2019. This strategic shift represents far more than a product
- Gottfried Sehringer
A behind-the-scenes look at the design decisions, architecture, and lessons learned while bringing the Apache Iceberg REST Catalog to lakeFS. When we first announced our
- Itai Gilo
