Make chatbots using API.AI

Types of chatbots, writing an agent, makie a conversational bots and more!

Transcript

1. Make chatbots using API.AI Krunal Kapadiya | #AMTMeetups | July 2017
2. Agenda • What are the chatbots? • Types of the chatbots based on AI • API.AI Introduction • Agents, Intent and types of Intents • Demo, make bot in API.AI • Bonus Tips
3. Bots are exists since...
4. AI is coming...
5. Source: https://www.youtube.com/watch?v=K4v_QnngRdg
6. Source: https://www.youtube.com/watch?v=K4v_QnngRdg
7. Types of chatbots => Rule Based 1. Single purpose 2. Understand a fixed set of commands 3. Easier to build and host 4. Only as smart as you program it to be => AI Based 1. It has brain 2. NLP 3. Ability to learn over time 4. Complex to build time and host
8. Chatbots Actors • Agent is the application that can be integrated with an app, natural language understanding for your project. • Entity represent a concept that might be domain specific. • Intent is mapping between what is being said and the action that should be performed by. • Actions is the steps that the application will take on receiving the corresponding Intents. • Context refers to the state in which the current query has to be treated to.
9. Bot platform ecosystem Source: https://www.oreilly.com/ideas/infographic-the-bot-platform-ecosystem
10. Writing an Agent • Create an Agent • Create your Entities • Create Intents : Default Intents, fallback Intents • Optional: add the domain • Test and train • Integrations • Optional: External webhooks
11. Actions, Intents and Entity
12. Role of an Agent Source: https://docs.api.ai/
14. Who uses API.AI bots Source: https://docs.api.ai/
15. Chart for Messaging App Source: https://docs.api.ai/
16. Source: https://docs.api.ai/
17. Source: https://docs.api.ai/
18. Demo time
19. Tips Make an conversation graph. Some chatbots ideas: 1. Inspirational quotes 2. Personal Horoscope 3. Invisible Girlfriend/Boyfriend 4. For health: Give medical advice for basic treatment 5. HR Bot 6. Book a restaurant 7. 30-second Survey
20. References 1) https://docs.api.ai/ 2) http://www.topbots.com/ 3) https://developers.google.com/actions/challenge/ 4) https://codelabs.developers.google.com/codelabs/assistant-codelab/inde x.html?index=..%2F..%2Findex#0
21. Any questions...? @krunal3kapadiya