The Maxvision Image Retrieval Server delivers AI-powered image analysis services through two flexible modes: a visual retrieval interface and a developer-oriented algorithm API. The visual interface provides an intuitive user experience for essential tasks such as object detection, feature extraction, and similarity matching. The algorithm API offers a more comprehensive suite of capabilities—including object detection, attribute recognition, feature extraction, image indexing, as well as both 1:1 and 1:N comparison—ensuring high algorithmic accuracy while supporting large-scale concurrent requests. Built on a microservices-based distributed architecture, the server is designed for both standalone and scalable deployments. It maximizes computing efficiency to deliver fast, accurate, and stable analysis of massive surveillance image streams—making it an ideal solution for complex environments such as industrial parks, retail hubs, airports, and border control facilities where intelligent visual recognition and matching are critical.