Google has launched Magika 1.0, an AI-powered file type detection tool that now supports over 200 file types, up from about 100. The new version features a Rust-based engine for improved performance and accuracy, with better detection for specialized file formats and a native command-line client.

CocoIndex is a high-performance data transformation framework for AI, built in Rust, that allows developers to easily transform and synchronize data with minimal coding. It supports incremental processing and data lineage, enabling efficient data workflows for various applications, including semantic search and knowledge graph creation. The framework emphasizes a dataflow programming model, facilitating straightforward transformations without direct data mutation.