#Google

Explore Magika, an innovative AI tool for accurate file type detection using deep learning. Achieving over 99% precision across 200+ content types, Magika ensures fast detection on single CPUs. New updates include a Rust CLI and enhanced Python API. The tool enhances Google services like Gmail and Drive, providing support for diverse file formats. Accessible as both command line tools and a web demo, Magika continues to push the boundaries of content identification in the digital landscape.

gemma.cpp is a compact C++ engine for Google's Gemma models. Its lightweight design focuses on experimentation and research, supporting both 2B and 7B variants. With minimal dependencies, integrating gemma.cpp into other projects is straightforward. The engine leverages Google Highway for speedy CPU inference and provides models via Kaggle, bridging C++ and ML frameworks effectively.

Lepton simplifies creating a conversational search engine with under 500 lines, including built-in LLM support and integration with Bing and Google. Its customizable UI and shareable results bolster user interaction. Setup requires basic steps like library installation and API acquisition. Ideal for developers looking for efficient search engine solutions.

Tink is a cross-platform cryptographic library offering secure APIs for multiple programming languages, such as Java, C++, Python, and Go. Originally developed by Google, Tink focuses on minimizing common cryptographic errors with its user-friendly design. Although the original repository is read-only and available at github.com/tink-crypto, Tink remains a standard in Google products. For complete documentation and practical examples, visit developers.google.com/tink to explore Tink's multi-environment capabilities.

Discover audio examples from the Tacotron project, an advanced speech synthesis model from Google's Sound Understanding and Brain teams. Understand the latest developments in speech technology through related publications. This repository is independent and not an official Google product.

Google's OR-Tools is an open-source suite for combinatorial optimization with support for constraint programming, linear programming, and graph algorithms. Available in C++, Python, C#, and Java, it is compatible with major OS platforms and supports Makefile, Bazel, and CMake for diverse applications including the Traveling Salesman and Vehicle Routing Problems, enhanced by strong community support.

ImageInWords provides hyper-detailed image descriptions through its comprehensive dataset collection, available on its webpage and multiple platforms, including Huggingface. These datasets serve as a valuable resource for computer vision research and applications. The project welcomes collaborations and feedback under the CC-BY-4.0 license for easy access and broad usability.

Discover the capabilities of Google's new MusicLM model for advanced music generation using Pytorch. This project utilizes text-conditioned AudioLM with MuLan embeddings for enhanced audio generation. Collaborate with the LAION community to contribute to this open-source initiative, and benefit from Stability.ai's support and Huggingface's accelerate library for optimized training.