AI-Driven Web Page Template to Code Translation
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Solution Overview
Problem
The existing methods for developing web pages face challenges in effectively communicating the visual representation expectations between business analysts and developers, leading to gaps in final delivery and inefficiencies due to the lack of suitable tools for non-technical users, resulting in costly and iterative development processes.
Innovation Solution
A system incorporating an AI engine and a UI engine that processes pre-defined templates to dynamically map input attributes with sample attributes from a database, facilitating responsive scaling and customization of web pages, enabling automated generation and self-learning based on user feedback.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of information
If conventional techniques such as wireframes are used for web page development, then the visual representation can be communicated between BA and developer, but multiple iterative development efforts are required and the process becomes costly and time-consuming
Solution Approach 1:
The patent uses AI-generated code as a digital copy that automatically translates from the pre-defined template to functional web page code, eliminating the need for manual translation and multiple iterative revisions between BA and developer
Solution Approach 2:
The patent replaces the mechanical iterative review and revision process with an automated AI system that generates code directly from the template, substituting manual mechanical processes with automated intelligent processes
2Productivity
If known techniques such as ReactJS are used for web page generation, then web pages can be generated efficiently, but they lack suitability for non-technical users such as BA
Solution Approach 1:
The patent introduces an AI engine as an intermediary that bridges the gap between non-technical users and technical implementation, allowing BA to work with simple templates while the AI handles the complex code generation
Solution Approach 2:
The system enables non-technical users to independently generate web pages through intuitive templates without requiring knowledge of complex frameworks like ReactJS, making the tool self-sufficient for their needs
3Adaptability or versatility
If manual customization of web pages is performed to meet specific client requirements, then the final delivery can be customized, but the process becomes complex and requires multiple developers
Solution Approach 1:
The patent enables customization through parameter-based templates where users can modify web page characteristics by changing template parameters rather than through complex manual coding processes
Data Source
AI summary
Systems and methods for facilitating an automated customization of user interface are disclosed. The system may include a processor including an AI engine and a Ul engine. The AI engine may receive an input data in the form of a pre-defined template that may facilitate the input data to be received in user-readable format. The AI engine may process the pre-defined template to extract input attributes corresponding to the input data. The AI engine may dynamically map the input attributes with sample attributes of a pre-stored file. Based on the dynamic mapping, the AI engine may obtain a form pertaining to an expected visual representation of the web page. The AI engine may facilitate responsive scaling of the form depending on size attributes of the user interface. The UI engine may include a form engine that may customize the form for generation of the web page.