HubotNatural FISL18

Demonstração do HubotNatural no FISL18, chatbots opensource com Rocket.Chat

Transcript

1. OpenSource ChatBots https://SoftwareLivre.rocket.chat
3. Github.com/ RocketChat/Rocket.Chat
4. Quem Usa?
5. MUDANÇAS DE PARADIGMA 80s - desktop & clients 90s - browser & websites 00s - smartphones & apps 10s - it’s the turn of messaging & bots
6. DO GITHUB Rocket.Cat
7. 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
8. /command $1
11. WEBHOOKS
12. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
13. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
14. INCOMING WEBHOOK
15. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
16. INCOMING WEBHOOK https://rocket.chat/docs/administrator-guides/integrations/
17. OUTGOING WEBHOOK
18. OUTGOING WEBHOOK
21. /command $1 == # command $1
22. we wanted more…
23. CHATBOTS Oferta de Informações e Serviços Design de Interação Cognitiva Simular uma relação humana
24. NaturalNode
25. NLP Tools Tokenizers String Distance Phonetics Inflectors N-Grams tf-idf Tries EdgeWeightedDigraph ShortestPathTree LongestPathTree WordNet Spellcheck Stemmers | Classifiers | PoS Tagger
26. Como Funciona?
27. 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
28. YAML Corpus
29. YAML Corpus
30. YAML Corpus
31. YAML Corpus
32. Classifiers
33. Classifiers
34. Pode Extender
35. Event Oriented
36. Event Oriented
37. Event Oriented
38. PoS Tagger
39. PoS Tagger NN Noun, singular or mass VB Verb, base form DT Determiner IN Preposition or subordinating conjunction
40. LiveChat
41. LiveChat
42. LiveChat
44. Security Roles
45. Scope and Limitations What is it for: - Simple conversation flows - Fast development chatbots - Limited interaction process Examples: - IT 1st level attendance - Event information provider - Product help (like FAQs) What is it NOT for: - Complex conversation flows - Endless interactions possibilities - Critical systems attendance - Fully replace your helpdesk staff - Turing tests - Becoming friends with it
46. The Road Ahead
47. HubotNatural Conversation Flow Config Functions Classify Intents Collect Data MongoDB Brain Entity Recognition Unsupervised Learning Roadmap
48. Named Entity Recognition
49. Named Entity Recognition
50. TensorFlow
51. Keras + TensorFlow Word2Vec
52. Keras + TensorFlow Word2Vec
53. Machine Reasoning
54. Machine Reasoning
55. Participe da Comunidade https://github.com/RocketChat /hubot-natural
56. Dúvidas? Diego Dorgam diego.dorgam@rocket.chat @diegodorgam github.com/diegodorgam https://SoftwareLivre.rocket.chat