https://github.com/snipsco/snips-nlu-parsers

Rust crate for entity parsing
https://github.com/snipsco/snips-nlu-parsers

entity-recognition entity-resolution nlp nlu rust

Last synced: about 2 months ago
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Rust crate for entity parsing

• Host: GitHub
• URL: https://github.com/snipsco/snips-nlu-parsers
• Owner: snipsco
• License: other
• Created: 2019-01-22T12:45:41.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-26T20:38:59.000Z (over 1 year ago)
• Last Synced: 2024-06-12T17:06:23.125Z (3 months ago)
• Topics: entity-recognition, entity-resolution, nlp, nlu, rust
• Language: Rust
• Size: 128 KB
• Stars: 15
• Watchers: 20
• Forks: 31
• Open Issues: 4
• Metadata Files:
  • Readme: README.rst
  • Changelog: CHANGELOG.md
  • License: LICENSE

Awesome Lists containing this project

README

        
Snips NLU Parsers

=================

.. image:: https://travis-ci.org/snipsco/snips-nlu-parsers.svg?branch=master

   :target: https://travis-ci.org/snipsco/snips-nlu-parsers

.. image:: https://ci.appveyor.com/api/projects/status/github/snipsco/snips-nlu-parsers?branch=master&svg=true

   :target: https://ci.appveyor.com/project/snipsco/snips-nlu-parsers

This Rust crate provides APIs to extract entities in the context of a Natural Language Understanding (NLU)

task.

A `Python wrapper `_ is also available.

Installation

------------

Add this to your ``Cargo.toml``:

.. code-block:: toml

   [dependencies]

   snips-nlu-parsers = { git = "https://github.com/snipsco/snips-nlu-parsers", tag = "0.1.0" }

Usage

-----

.. code-block:: rust

   use snips_nlu_parsers::{BuiltinEntityKind, BuiltinEntityParserLoader, Language};

   fn parse_entities() {

       let parser = BuiltinEntityParserLoader::new(Language::EN).load().unwrap();

       let entities: Vec<(_, _)> = parser

           .extract_entities("Book me restaurant for two people tomorrow", None)

           .unwrap()

           .into_iter()

           .map(|e| (e.entity_kind, e.range))

           .collect();

       assert_eq!(

           vec![

               (BuiltinEntityKind::Number, 23..26),

               (BuiltinEntityKind::Time, 34..42)

           ],

           entities

       );

   }

License

-------

Licensed under either of

 * Apache License, Version 2.0 (`LICENSE-APACHE `_ or http://www.apache.org/licenses/LICENSE-2.0)

 * MIT license (`LICENSE-MIT `_) or http://opensource.org/licenses/MIT)

at your option.

Contribution

------------

Unless you explicitly state otherwise, any contribution intentionally submitted

for inclusion in the work by you, as defined in the Apache-2.0 license, shall

be dual licensed as above, without any additional terms or conditions.