Polars — Processing hundreds of GBs of textual data on a daily basis at MDPI

new and existing data sources for patterns, events, and opportunities at an unprecedented scale and pace.

2010, the company established a Chief Data Office. Shortly thereafter, the company downloaded Hadoop and began reengineering computation-heavy data transformations using the big data environment. A major focus of the Hadoop implementation is cost reduction.

Cohere introduced Embed v3, an advanced model for generating document embeddings, boasting top performance on a few benchmarks. It excels in matching document topics to queries and content quality, improving search applications and retrieval-augmentation generation (RAG) systems. The new version offers models with 1024 or 384 dimensions, supports o