{"repo":"hellohaptik/chatbot_ner","free":true,"listed":false,"github":"https://github.com/hellohaptik/chatbot_ner","clone":"git clone https://github.com/hellohaptik/chatbot_ner.git","description":"chatbot_ner: Named Entity Recognition for chatbots.","language":"Python","stars":334,"topics":["named-entity-recognition","chatbots","natural-language-processing","nlp-library","ner","nlp","chatbot-ner","entity","chatbot","elasticsearch"],"license":"GPL-3.0","category":"ai-agents","readme_excerpt":"Named Entity Recognition for chatbots Chatbot NER is an open source framework custom built to supports entity recognition in text messages. After doing thorough research on existing NER systems, team at Haptik felt the strong need of building a framework which is tailored for Conversational AI and also supports Indian languages. Currently Chatbot-ner supports English, Hindi, Gujarati, Marathi, Bengali and Tamil and their code mixed form. Currently this framework uses common patterns along with few NLP techniques to extract necessary entities from languages with sparse data. API structure of Chatbot ner is designed keeping in mind usability for Conversational AI applications. Team at Haptik is continuously working towards porting this framework for all Indian languages and their respective local dialects . Installation Detailed documentation on how to setup Chatbot NER on your system using docker is available here. Supported Entities Entity type Code reference Description example Supported languages - ISO 639-1 code :------------ -------------------- :--------------------------------------- --------------------------------- ---------------------------------------- Time TimeDetector Detect time from given text. tomorrow morning at 5, कल सुबह ५ बजे, kal subah 5 baje 'en', 'hi', 'gu', 'bn', 'mr', 'ta' Date DateAdvancedDetector Detect date from given text next monday, agle somvar, अगले सोमवार 'en', 'hi', 'gu', 'bn', 'mr', 'ta' Number NumberDetector Detect number and respective uni","default_branch":null,"files":null,"tree":[],"storefront":"/r/hellohaptik","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/hellohaptik/chatbot_ner/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}