mitie ☆
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Description:
Library and tools for information extraction
Type: Formula  |  Tracked Since: Dec 28, 2025
Links: Homepage  |  formulae.brew.sh
Category: Ai ml
Tags: nlp machine-learning information-extraction ner ai
Install: brew install mitie
About:
MITIE is a library and toolset for information extraction built on top of the dlib C++ machine learning library. It provides high-quality named entity recognition (NER) and relation extraction capabilities, trained on large-scale datasets. The tool is optimized for performance and accuracy, offering pre-trained models for immediate use.
Key Features:
  • Named Entity Recognition (NER)
  • Relation Extraction
  • High-performance C++ backend
  • Pre-trained models included
  • Python bindings available
Use Cases:
  • Extracting entities like names, locations, and organizations from text
  • Building custom information extraction pipelines
  • Natural language processing research and prototyping
Alternatives:
  • spaCy – spaCy is a modern, fast NLP library with a broader range of features, while MITIE focuses specifically on high-quality information extraction using dlib.
  • NLTK – NLTK is an educational toolkit with more general NLP algorithms, whereas MITIE provides state-of-the-art statistical NER models.
Version History
Detected Version Rev Change Commit
Sep 15, 2025 10:58pm 3 VERSION_BUMP f3988328
Oct 9, 2024 11:14pm 3 VERSION_BUMP bd295c97
Sep 14, 2024 4:28am 3 VERSION_BUMP 854790f7
Sep 29, 2023 11:13pm 3 VERSION_BUMP e4988f34
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