Spacy has inbuilt word embeddings that one can use by loading an appropriate model. For example for the English model, you need to load either a midsize or a large model to access these word embeddings. In this video, I will show you how to access these embeddings or word vectors in the Spacy NLP library.

Code: https://github.com/codebasics/nlp-tutorials/tree/main/13_word_vectors_spacy_overview
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
Spacy English model page: https://spacy.io/models/en

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