TextForge

01 / Laboratory

The ultimate AI vs ML proving ground.

TextForge is a modern workspace designed to pit traditional Machine Learning models (like TF-IDF and Naive Bayes) against advanced Large Language Models (Gemini 3 Flash) in real-time text processing tasks.

Open studio Read API

NLP vs LLM

Run head-to-head comparisons for summarization, translation, tone analysis, document Q&A, and ticket triage.

Presets

Save reusable prompts and starter text in the browser to quickly test complex logic and edge cases.

Architecture

Built on Flask with a seamless integration of Scikit-learn, TextBlob, Okapi BM25, and the Google Gemini API.