In natural language processing, a token is the smallest unit of text that carries meaning. Tokens can be words, parts of a word, or symbols. For example, the sentence 'I love AI' consists of three tokens: 'I', 'love', and 'AI'. Tokenizing text into these units is a crucial initial step in natural language processing tasks, facilitating operations like text classification, language modeling, and more.