NLP & Chatbot 101
- Intents & Entities
- Create & Train the bot
- Facebook Messenger API, Gem ...
- Country Bot live Demo & Live Coding
- Bravo Welly Bot
Intents & Entities
When talking to a bot, there are two concepts you want to get out of a sentence.
Book the meeting room Thursday 28 August, 5pm with John Doe for an hour
Intents:
- book-meeting-room
Entities:
- Guests (John Doe)
- Duration (1 hour)
- Time (Thursday 28 August, 5pm)
Create an intent
know-population
Tip:
50 sentences per intent is adivsed for a reliable intent on production
Create an Intent
know-capital
- what is the capital of France
- the capital of Brasil please
- Mexico capital
- What is the main city of of Australia
- Tell me the capital of Peru
- give me the main city of Nigeria
- capital Congo
Facebook Messenger
https://github.com/jgorset/facebook-messenger
example
- Redis Store
- Coversation
- Behaviours
- Entities & Intents
- Facebook Approval
What next?
- RecastAI Bot Connector
- Machine Learning
- Future of bots?
Chatbot and NLP 101
By Alexandre Barret
