anchor.diff:  
   +grid.o-no-block
       +grid-col("half")
  +        p
  +            |  spaCy is a #[strong free, open-source library] for advanced
  +            |  #[strong Natural Language Processing] (NLP) in Python.
  +
  +        p
  +            |  If you're working with a lot of text, you'll eventually want to
  +            |  know more about it. For example, what's it about? What do the
  +            |  words mean in context? Who is doing what to whom? What companies
  +            |  and products are mentioned? Which texts are similar to each other?
  +
  +        p
  +            |  spaCy is designed specifically for #[strong production use] and
  +            |  helps you build applications that process and "understand"
  +            |  large volumes of text. It can be used to build
  +            |  #[strong information extraction] or
  +            |  #[strong natural language understanding] systems, or to
  +            |  pre-process text for #[strong deep learning].
   
       +grid-col("half")
           +infobox
  
positive.code: //- 💫 DOCS > USAGE > SPACY 101
  
  include ../../_includes/_mixins
  
  +aside("Help us improve the docs")
      |  Did you spot a mistake or come across explanations that
  
negative.code:                 +item #[+a("#architecture") Architecture]
                  +item #[+a("#community") Community & FAQ]
  
  +h(3, "what-spacy-isnt") What spaCy isn't
  
  +list
      +item #[strong spaCy is not a platform or "an API"].
          |  Unlike a platform, spaCy does not provide a software as a service, or
          |  a web application. It's an open-source library designed to help you
          |  build NLP applications, not a consumable service.
      +item #[strong spaCy is not an out-of-the-box chat bot engine].
          |  While spaCy can be used to power conversational applications, it's
          |  not designed specifically for chat bots, and only provides the
          |  underlying text processing capabilities.
      +item #[strong spaCy is not research software].
          |  It's is built on the latest research, but unlike
          |  #[+a("https://github./nltk/nltk") NLTK], which is intended for
          |  teaching and research, spaCy follows a more opinionated approach and
          |  focuses on production usage. Its aim is to provide you with the best
          |  possible general-purpose solution for text processing and machine learning
          |  with text input – but this also means that there's only one implementation
          |  of each component.
      +item #[strong spaCy is not a company].
          |  It's an open-source library. Our company publishing spaCy and other
          |  software is called #[+a(COMPANY_URL, true) Explosion AI].
  
  +h(2, "features") Features
  
  p
  