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Agatha
Finalist

v5 Finalist

Agatha

Synthetic text detection service on Telegram, gradient boosting with engineered features, model agnostic.

+ 11 more

Try it here: https://t.me/the_malone_bot

Send the bot text and it will reply with the probability that the text was machine generated. Telegram: @the_malone_bot Telegram web: t.me/the_malone_bot

About

Agatha is a synthetic text detection service available on Telegram Messenger. In the era of accessible and powerful large language models, agatha provides users with a tool to identify and combat generated misinformation, disinformation and low quality machine content on social media and the internet at large. Agatha is easy to use; send the bot text and it will reply with the probability that the text was machine generated. It uses an in-house trained gradient boosting classifier and several engineered features to estimate the probability that a given text was generated by an LLM. Agatha is written in Python using HuggingFace, scikit-learn, XGBoost, Luigi and python-telegram-bot, supported by Flask, Celery, Redis & Docker and served via Gunicorn and Nginx. Find agatha: Telegram handle: @the_malone_bot Telegram web link: t.me/the_malone_bot GitHub: github.com/gperdrizet/llm_detector

Builders

1
George Perdrizet

George Perdrizet

Scientist, builder and educator, drawn to novel problems and driven by quantitative creativity.