{"library":"spacy","title":"spaCy: Industrial-strength Natural Language Processing","type":"library","description":"spaCy is an open-source library for advanced Natural Language Processing (NLP) in Python and Cython. It's designed for industrial-strength production use, providing efficient processing of large volumes of text and featuring state-of-the-art neural network models for tasks like tagging, parsing, and named entity recognition. Currently at version 3.8.13, spaCy maintains an active development cycle with frequent releases addressing compatibility, performance, and new features.","language":"python","status":"active","last_verified":"Tue May 19","install":{"commands":["pip install spacy"],"cli":{"name":"spacy","version":"Usage: python -m spacy [OPTIONS] COMMAND [ARGS]..."}},"imports":["import spacy","from spacy.language import Language","from spacy.tokens import Doc"],"auth":{"required":false,"env_vars":[]},"links":{"homepage":"https://spacy.io","github":"https://github.com/explosion/spaCy","docs":null,"changelog":"https://github.com/explosion/spaCy/releases","pypi":"https://pypi.org/project/spacy/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null},"quickstart":{"code":"import spacy\n\n# Load a pre-trained English pipeline\n# Make sure to run `python -m spacy download en_core_web_sm` first\nnlp = spacy.load(\"en_core_web_sm\")\n\n# Process a text\ndoc = nlp(\"Apple is looking at buying U.K. startup for $1 billion.\")\n\n# Iterate over tokens\nfor token in doc:\n    print(f\"{token.text:<15} {token.lemma_:<10} {token.pos_:<10} {token.dep_:<10} {token.ent_type_:<10}\")\n\n# Access named entities\nprint(\"\\nNamed Entities:\")\nfor ent in doc.ents:\n    print(f\"{ent.text} ({ent.label_})\")","lang":"python","description":"This quickstart demonstrates how to load a pre-trained English language model and use it to process text. 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