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Awesome Python NLP

• allennlp 11,691

  

  | updated over 1 year ago | Apache License 2.0

  An open-source NLP research library, built on PyTorch.

• bert 36,701

  

  | updated 6 months ago | Apache License 2.0

  TensorFlow code and pre-trained models for BERT

• contractions 301

  

  | updated over 1 year ago | MIT License

  Fixes contractions such as `you're` to `you are`

• fuzzywuzzy 9,067

  

  | updated about 1 year ago | GNU General Publi...

  Fuzzy String Matching in Python

• gensim 15,189

  

  | updated 21 days ago | GNU Lesser Genera...

  Topic Modelling for Humans

• haystack 13,609

  

  | updated 5 days ago | Apache License 2.0

  🔍 LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

• nltk 12,904

  

  | updated about 2 months ago | Apache License 2.0

  NLTK Source

• polyglot 2,244

  

  | updated 6 months ago | Other

  Multilingual text (NLP) processing toolkit

• sentence-transformers 13,787

  

  | updated 1 day ago | Apache License 2.0

  Multilingual Sentence & Image Embeddings with BERT

• spaCy 28,700

  

  | updated 9 days ago | MIT License

  💫 Industrial-strength Natural Language Processing (NLP) in Python

• stanza 7,045

  

  | updated 9 days ago | Other

  Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

• transformers 124,150

  

  | updated 16 days ago | Apache License 2.0

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

• whatthelang 161

  

  | updated about 5 years ago | Apache License 2.0

  Lightning Fast Language Prediction 🚀

• wikiextractor 3,627

  

  | updated 4 months ago | GNU Affero Genera...

  A tool for extracting plain text from Wikipedia dumps

• word_cloud 9,936

  

  | updated 3 months ago | MIT License

  A little word cloud generator in Python