Disclosed herein are system, method, and computer program product embodiments for utilizing non-RAM memory to implement a cache. An embodiment operates by providing a graphical user interface for entering information associated with assembly instructions and receiving assembly instruction information through the user interface. The assembly instruction information include a computer vision real-time object detection model trained to identify a plurality of parts or objects in a video stream, one or more instruction step nodes a mapping to at least one of the plurality of parts or objects identifiable by the computer vision real-time object detection model, and one or more attributes associated with the one or more instruction step nodes. An assembly instruction set is generated based on the received assembly instruction information and transmitted to a client device for displaying a graphical user interface showing graphical elements superimposed on a video stream based on the assembly instruction set.