Shypd.aiThe largest open index of AI toolsnlp.js is an open-source NLP library for building bots, offering entity extraction, sentiment analysis, and automatic language identification. It supports 40 languages natively and 104 with BERT integration, making it versatile for conversational AI applications.
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nlp.js is a comprehensive natural language processing library designed for building bots and conversational AI applications. It provides core NLP functionalities such as guessing the language of a phrase, calculating Levenshtein distance, and performing sentiment analysis with negation support. The library excels in Named Entity Recognition (NER), supporting multiple languages and fuzzy matching for entities. A key feature is its Natural Language Processing Classifier for intent classification and an NLP Manager that integrates entity extraction, intent classification, and sentiment analysis. Version 4 introduces a modular architecture with independent packages, a plugin system, and pipelines for flexible customization. It also includes connectors for various platforms like Console, Microsoft Bot Framework, and Direct Line Offline, enabling developers to build robust and adaptable chatbots.
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