In today’s rapidly evolving digital landscape, the demand for localized, efficient, and highly scalable artificial intelligence (AI) solutions is more pressing than ever. WasmEdge offers a lightweight, portable solution that supports a diverse array of models.Wasm for AI streamlines AI application development by allowing a single command installation and operation, making it both user-friendly and secure. It leverages native hardware acceleration such as NVIDIA CUDA and Apple Metal to ensure optimal performance. Furthermore, this approach on top of WasmEdge is designed to be extensible, supporting customizable outputs like JSON and complex API interactions akin to those provided by the OpenAI Assistant API, but without the need for external middleware. It is not just a tool for running AI models, but a comprehensive platform for developing sophisticated AI-driven applications directly at the edge.