Kompute is a general purpose GPU compute framework built on Vulkan that targets deep learning and machine learning workloads across AMD, Qualcomm, and NVIDIA GPUs. It provides flexible Python bindings and a C++ SDK for optimized GPU operations, supporting asynchronous and parallel processing for advanced data processing use cases. The framework is designed to accelerate ML training and inference by leveraging low-level Vulkan compute shaders.