Squashed a bug

Version 1.14.1 June 11, 2023

🐛 Fixes

• Fixed a typescript declaration. ✅

Introducing helper for extracting important sentences from a document

Version 1.14.0 May 20, 2023

✨ Features

• You can now use its.sentenceWiseImprotance helper to obtain sentence wise importance (on a scale of 0 to 1) of a document, if it is supported by language model. 📚📊🤓
• Checkout live example How to visualize key sentences in a document? 👀

Operational update

Version 1.13.1 March 27, 2023

⚙️ Updates

• Some behind the scene model improvements. 😎 🤓
• Add clarity on typescript configuration in README. ✅

Improving mark's functionality in custom entities

Version 1.13.0 December 09, 2022

✨ Features

• Mark allows marking w.r.t. the last element of the pattern. For example if a pattern matches a fluffy cat then mark: [-2, -1] will extract fluffy cat — especially useful when the match length is unknown. 💃
• Improved error handling while processing mark's arguments. 🙌

Operational update

Version 1.12.3 November 18, 2022

⚙️ Updates

• README is now more informative and links to examples and benchmarks 👍
• Benchmarked on latest machine, browser versions 🖥

Ready for Node.js version 18

Version 1.12.2 October 13, 2022

🐛 Fixes

• Fixed incorrect install command in README ✅

⚙️ Updates

• We have tested winkNLP on Node.js version 18 including its models. 🙌 🎉

Ready for Node.js version 18

Version 1.12.1 October 13, 2022

⚙️ Updates

• Ready for future — we have tested winkNLP on Node.js version 18 including its models. 🙌 🎉

Some enhancements plus earned OpenSSF best practices passing badge

Version 1.12.0 May 13, 2022

✨ Features

• winkNLP earned Open Source Security Foundation (OpenSSF) Best Practices passing badge. 🎉 👏 🙌
• .bowOf() api of BM25Vectorizer now supports processing of OOV tokens — useful for cosine similarity computation. 😎
• Document has a new API — .pipeConfig() to inquire the active processing pipeline.

Enhancing custom entities & BM25Vectorizer

Version 1.11.0 January 30, 2022

✨ Features

• Obtain bag-of-words for a tokenized text from BM25Vectorizer using .bowOf() api — useful for bow based similarity computation. 👍
• learnCustomEntities() displays a console warning, if a complex short hand pattern is likely to cause learning/execution slow down.🤞❗️

Enabling loading of BM25Vectorizer model

Version 1.10.0 November 18, 2021

✨ Features

• Easily load BM25Vectorizer's model using newly introduced .loadModel() api. 🎉