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ActiveLearningBot\nChatbot utilizando o conceito de Active Learning com o Bot Framework v3 o LUIS (Microsoft Cognitive Services)\n\n[![Build status](https://ci.appveyor.com/api/projects/status/j79vctcncf1xtsby?svg=true)](https://ci.appveyor.com/project/andreluizsecco/activelearningbot)\n[![Issues open](https://img.shields.io/github/issues-raw/andreluizsecco/activelearningbot.svg)](https://github.com/andreluizsecco/ActiveLearningBot/issues)\n\n## Active Learning\n\u003e \"O aprendizado ativo é um caso especial de aprendizagem de máquina semi-supervisionada em que um algoritmo de aprendizagem é capaz de interagir com o usuário (ou alguma outra fonte de informação) para obter as saídas desejadas em novos pontos de dados.\" (Wikipedia)\n\n## O Projeto\nO projeto é um chatbot simples para exemplificar o conceito de active learning aplicado a bots com o uso do [LUIS](http://luis.ai).\nPara tal, o mesmo faz uso do SDK [Cognitive.LUIS.Programmatic](https://www.nuget.org/packages/Cognitive.LUIS.Programmatic) que permite criar novas intenções, entidades, treinar seu modelo e publicá-lo de forma programática.\n\nO SDK está disponível no Nuget e em um projeto Open Source no GitHub:\n* [Cognitive.LUIS.Programmatic (Nuget)](https://www.nuget.org/packages/Cognitive.LUIS.Programmatic)\n* [Projeto Open Source](https://github.com/andreluizsecco/Cognitive-LUIS-Programmatic)\n\nPara ver mais detalhes do projeto, assista essa live feita no Canal .NET: [https://www.youtube.com/watch?v=obMTUBKxwpI\u0026t=2h3m30s](https://www.youtube.com/watch?v=obMTUBKxwpI\u0026t=2h3m30s)\n\n## Getting started\n* Execute o script SQL da pasta **Database** para criar a base de dados e a tabela que irá armazenar as mensagens;\n* Importe o arquivo JSON da pasta **LuisApp** na sua conta no site [luis.ai](http://luis.ai);\n* Abra o projeto na pasta **src** e substitua a string **{ModelId}** pelo Id que foi criado quando criou seu app no portal do LUIS. Substitua também as strings **{YourSubscriptionKey}** e **{SubscriptionKey}** pela chave criada na sua conta do Azure (ou a chave temporária do LUIS) que possibilita usar e modificar seu LUIS App.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreluizsecco%2Factivelearningbotv3","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandreluizsecco%2Factivelearningbotv3","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreluizsecco%2Factivelearningbotv3/lists"}