Document Categorization And Classification

via “text classification into predefined categories”

Python AI package: cohere

Unique: Zero-shot classification without requiring training data — uses semantic understanding to match texts to arbitrary category labels provided at inference time, enabling dynamic category sets

vs others: Zero-shot classification without fine-tuning, whereas traditional ML classifiers require labeled training data and retraining for new categories