Public Apify Actor

R3 | DE

gunmetal/r3-de

R³-DE is a multi-layer NLP pipeline that transforms raw text or scraped content into structured records with speakers, entities, actions, states, intent, sentiment, causality, confidence scores, and prompt–completion pairs, ideal for training chatbots, instruction-tuned LLMs, and safety-critical AI.