← Back to Portfolio
Project 08 · AI-Native Document OS

DocForge AI

An AI-native document authoring platform that manages the complete document lifecycle—from planning and writing to formatting, PDF generation, and final export.

DocForge AI Interface
Description

DocForge AI is an AI-native document authoring platform that replaces the traditional workflow of using a chatbot alongside Microsoft Word or Google Docs.

Instead of simply assisting with writing, the AI acts as the primary author, generating, editing, formatting, and refining professional documents (such as reports, research papers, resumes, proposals, and legal documents) from start to finish.

What Makes It Different

Most AI writing tools treat AI as a chatbot attached to a document. DocForge AI treats AI as the document author.

Instead of users constantly prompting, copying, and pasting between chat and an editor, the AI manages the complete document lifecycle—creating a seamless, uninterrupted authoring experience.

Core Features
Long-Term Vision

The platform currently uses powerful open-source foundation models like Qwen and Gemma.

Moving forward, it will evolve into a specialized document authoring model through fine-tuning on high-quality document datasets and anonymized user-approved edits, continuously improving its mastery over formatting, tone, and professional structures.

Platform Interface
Tech Stack
Frontend
HTML5 / CSS3 JavaScript (ES6+) PDF.js
Backend
Python FastAPI Async Engine
Database & Vector Store
SQLite ChromaDB
AI & Models
Qwen 2.5 Gemma 2 LangChain