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The NLP process starts with a text input, which is then parsed into smaller parts called tokens. The tokens are then classified as either a word or punctuation and matched with a part of speech (e.g., noun, verb). Next, the words are analyzed for patterns and used to generate a parse tree. Finally, the parse tree is converted into an abstract syntax tree (AST).