chi111i/BypassAIGC

What it solves

This tool helps users refine and optimize academic writing to improve quality and originality. It is designed to process text through multiple stages to enhance academic tone and structure while managing usage through a built-in administrative system.

How it works

The system uses a two-stage optimization process: first, it performs academic polishing, and second, it applies an enhancement step to improve the text's originality. It automatically identifies headings and skips short, irrelevant segments. The software runs as a local application with a web-based interface, allowing users to configure API settings (such as Gemini or OpenAI-compatible models) and manage usage via a card-based access system.

Who it’s for

It is intended for researchers, students, or writers who need to polish academic documents and require a self-hosted, manageable tool to control AI usage and costs.

Highlights

• Dual-stage processing for academic polishing and originality enhancement.
• Built-in administrative dashboard for user management, usage limits, and session monitoring.
• Queue-based concurrency control to manage multiple users efficiently.
• Easy deployment with pre-built executables for Windows, macOS, and Linux.
• Real-time configuration updates without requiring service restarts.