This project provides a suite of Python tools designed to transform text, making it sound more natural, engaging, and human-like. Utilizing the power of Large Language Models (LLMs) through the Langchain library and OpenAI's API, these tools can take formal, robotic, or AI-generated text and refine it to better suit various communication styles.

Humanize AI is a free, AI-powered tool that transforms AI-generated text into human-like writing. Whether the content is too robotic, lacks personality, or needs to sound more natural, this tool refines the text by applying paraphrasing, sentence restructuring, sentiment adjustments, and grammatical improvements.

Parallel corpus construction and comparative study of T5 and Gemma 2B for AI-to-Human text style transfer. Includes 11 linguistic marker analysis, QLoRA fine-tuning, and BERTScore evaluation. | Research Paper included.

React webapp to make your AI-generated writing more human

AI Humanizer Pro is a professional-grade tool designed to convert AI‑generated text into natural, engaging, and authentic human‑like content. Whether you’re working with long-form documents or simple text snippets, this platform gives you the flexibility and speed to make your writing more relatable and compelling.

Human fallback infrastructure for agents on X Layer.