Repository  -  API  -  Source


November 18, 2021

โœจ Features

  • Easily load BM25Vectorizer's model using newly introduced .loadModel() api. ๐ŸŽ‰

Enhancing Typescript support


November 6, 2021

โœจ Features

  • We have enhanced typescript support to allow easy addition of new typescript enabled language models. ๐Ÿ‘

โš™๏ธ Updates

  • Added naive wikification showcase in README. ๐Ÿ˜Ž

Operational update


September 22, 2021

โš™๏ธ Updates

  • Included NLP Pipe details in the README file. ๐Ÿค“

Introducing Typescript support


July 31, 2021

โœจ Features

  • We have added support for Typescript. ๐Ÿ™Œ๐ŸŽ‰

Operational update


July 15, 2021

โš™๏ธ Updates

  • Some behind the scene updates & fixes. ๐Ÿ˜Ž๐Ÿค“

Operational update


July 9, 2021

โš™๏ธ Updates

  • Improved documentation. ๐Ÿ“š๐Ÿค“

Adding more similarity methods & an as helper


July 1, 2021

โœจ Features

  • Now supported similarity methods are cosine for bag of words, tversky & Otsuka-Ochiai (oo) for set. ๐Ÿ™Œ
  • Obtain JS set via as.set helper. ๐Ÿ˜‡

Enabling configurable annotation pipeline


June 27, 2021

โœจ Features

  • No need to run the entire annotation pipeline, now you can select whatever you want or just even run tokenization by specifying an empty pipe. ๐Ÿคฉ๐ŸŽ‰

Operational update


June 22, 2021

โš™๏ธ Updates

  • Exposed its and as helpers via the instance of winkNLP as well. ๐Ÿค“

Introducing cosine similarity & readability stats helper


June 15, 2021

โœจ Features

  • Cosine similarity is available on Bag of Words. ๐Ÿ›๐Ÿ”ก๐ŸŽ‰
  • You can now use its.readabilityStats helper to obtain document's readability statistics, if it is supported by language model. ๐Ÿ“š๐Ÿ“Š๐Ÿค“

Adding long pending lemmatizer support


May 22, 2021

โœจ Features

  • Now use its.lemma helper to obtain lemma of words. ๐Ÿ‘ ๐ŸŽ‰

Introducing support for browser ready language model


December 24, 2020

โœจ Features

  • We have added support for browser ready language model. ๐Ÿคฉ ๐ŸŽ‰
  • Now easily vectorize text using bm25-based vectroizer. ๐Ÿค“ ๐Ÿ‘


โš™๏ธ Updates

  • Examples in README now runs on RunKit using web model! โœ…

Enabling add-ons to support new language model


September 18, 2020

โœจ Features

  • We have enabled add-ons to support enhanced language models, paving way for new its helpers. ๐ŸŽ‰
  • Now use its.stem helper to obtain stems of the words using Porter Stemmer Algorithm V2. ๐Ÿ‘

Operational update


August 24, 2020

โš™๏ธ Updates

  • Benchmarked on Node.js v12 & v14 also and updated the speed to minimum observed. ๐Ÿƒโ€โ™€๏ธ



August 21, 2020

โš™๏ธ Updates

  • Happy to release version 1.0.0 for you! ๐Ÿ’ซ๐Ÿ‘
  • You can optionally include custom entity detection while running speed benchmark. ๐Ÿ˜‡

Operational update


August 9, 2020

โš™๏ธ Updates

  • Getting ready to move to version 1.0.0 โ€” almost there! ๐Ÿ’ซ

Operational updates


August 3, 2020

โš™๏ธ Updates

  • Some behind the scene updates to test cases. ๐Ÿ˜Ž
  • Updated the version of English light language model to the latest โ€” 0.3.0. ๐Ÿ™Œ

Simplified language model installation


July 29, 2020

โœจ Features

  • No need to remember or copy/paste long Github url for language model installation. The new script installs the latest version for you automatically. ๐ŸŽ‰

Improved custom entities


July 21, 2020

โœจ Features

  • We have added .parentCustomEntity() API to .tokens() API. ๐Ÿ‘


๐Ÿ› Fixes

  • Accessing custom entities was failing whenever there were no custom entities. Now things are as they should be โ€” it tells you that there are none! โœ…

Improved interface with language model


June 24, 2020

โœจ Features

  • We have improved interface with the language model โ€” now supports the new format. ๐Ÿ‘