NLP Inside HubotNatural

Under the hood of the NLP engine of HubotNatural, with some prospects and ideas for the future technologies

Transcript

1. HubotNatural NLP INSIDE https://devops.rocket.chat
3. Github.com/ RocketChat/Rocket.Chat
5. Quem Usa?
6. MUDANÇAS DE PARADIGMA 80s - desktop & clients 90s - browser & websites 00s - smartphones & apps 10s - it’s the turn of messaging & bots
7. DO GITHUB Rocket.Cat
8. HUBOT ADAPTERS Shell AIM ChatWork Dasher Fleep Flowdock Gitter Gtalk Hall HipChat iMessage IRC Jabbr Let’s Chat Lingr Mattermost Mattermost - websocket Campfire Facebook Messenger QQ Partychat Rocket.Chat Slack Skype SkypeWeb Skyweb Talker Telegram Twilio IP Messaging Twilio SMS Twitter Visual Studio Online XMPP Yammer 38 Adapters
9. Instalando o Hubot > npm install -g yo generator-hubot > mkdir myhubot > cd myhubot > yo hubot
10. Instalando o Hubot
11. Instalando o Hubot
12. /command $1
15. WEBHOOKS
16. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
17. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
18. INCOMING WEBHOOK
19. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
20. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
21. OUTGOING WEBHOOK
22. OUTGOING WEBHOOK
25. /command $1 == # command $1
26. we wanted more…
27. CHATBOTS Oferta de Informações e Serviços Design de Interação Cognitiva Simular uma relação humana
28. NaturalNode
29. NLP Tools Tokenizers String Distance Phonetics Inflectors N-Grams tf-idf Tries EdgeWeightedDigraph ShortestPathTree LongestPathTree WordNet Spellcheck Stemmers | Classifiers | PoS Tagger
30. HubotNatural Javascript || CoffeeScript OnPremise Install OpenSource NLP Tools Event Oriented YAML Corpus
31. Como Funciona?
32. Como Funciona? Carrega o YAML Cria o Classificador e Treina Classifica as Mensagens Recebidas Retorna Nodo de interação Processo o nodo na classe evento e retorna a resposta
33. YAML Corpus
34. YAML Corpus
35. YAML Corpus
36. YAML Corpus
37. Pode Extender
38. Event Oriented
39. Event Oriented
40. Event Oriented
41. Classifiers
42. Classifiers
43. PoS Tagger
44. PoS Tagger NN Noun, singular or mass VB Verb, base form DT Determiner IN Preposition or subordinating conjunction
45. LiveChat
46. Dúvidas sobre o SEI?
47. The Road Ahead
48. HubotNatural Event Classes Respond Configuration Error Gitlab Github Twitter Rancher, AWS, VISA…
49. HubotNatural Conversation Flow Config Functions Collect Data MongoDB Brain Classify Intents Entity Recognition (un)Supervised Learning Roadmap
50. Named Entity Recognition
51. Named Entity Recognition
52. TensorFlow
53. Keras + TensorFlow Word2Vec
54. Keras + TensorFlow Word2Vec
55. OpenAI Gym & Universe
56. OpenAI in DOTA2
57. Machine Reasoning
58. Machine Reasoning
59. Participe da Comunidade https://github.com/RocketChat /hubot-natural
60. Vamos marcar uma oficina? Diego Dorgam diego.dorgam@rocket.chat @diegodorgam github.com/diegodorgam https://devops.rocket.chat
61. Obrigado! Dúvidas? https://devops.rocket.chat