Implementation Details of Intelligent Document Generation System
Guidemaker's document automation system consists of three core technology modules: operation capture engine, intelligent screenshot system, and natural language generator. When the user starts the recording, the system will continuously monitor the DOM changes of the browser, and every time it detects a valid operation (e.g., clicking, typing, navigating, etc.), it automatically triggers a screenshot and records the context of the operation. the AI processor will intelligently crop the intercepted screen, automatically focusing on the area of the control where the operation occurs, and removes irrelevant interface elements.
- Screenshot optimization: using visual focus recognition algorithm to highlight the operation area
- Step splitting: automatically divide reasonable step nodes according to the operation logic
- Text generation: NLP technology is used to output concise operating instructions
A typical workflow generation case shows that for an e-commerce backend operation containing 15 steps, the system can complete the whole process from recording to generating an editable guide in 30 seconds, and the accuracy of the first generation reaches more than 92%. Users can also adjust the scope of screenshots, modify text descriptions, or add or remove steps through the editor.
This answer comes from the articleGuidemaker: a free AI tool for recording browser actions and generating how-to guides with one clickThe
