Introduction of Dialogflow with google assistant and Artificial intelligence
- 1. Harshil Barot Founder & CEO @ Hashtag Decode, A DevOps Engineer, Technical Geek, Internet Activist. www.HashtagDecode.com [email protected] Fb / Insta/Twitter: @iamHarshilBarot Email: [email protected]
- 2. Introduction to Google assistant with Dialogflow
- 3. What is AI? • Artificial intelligence (AI, also machine intelligence, MI) is Intelligence displayed by machines, in contrast with the natural intelligence (NI) displayed by humans and other animals. • examples of Artificial intelligence?
- 4. Facebook friend suggestions, search rankings
- 5. Reply suggestions i.e linkedin, Hike, google allo
- 6. Google search rankings i.e top ranking and suggestions
- 7. Smart cars i.e Waymo (self driving car by Google)
- 8. Video games i.e Middle earth, CallofDuty, far cry
- 9. Purchase predictions i.e amazon, flipcart
- 10. Fraud or spam detection i.e email
- 11. Security surveillance i.e hightech camera surveillance
- 12. Online customer supports i.e chatbots
- 13. Music, movie or video suggestion/recommendation
- 14. Smart home devices i.e alexa, google home, apple homepod
- 15. Virtual private assistant examples • Google assistant • Apple’s siri • Amazon alexa, • Microsoft’s cortona • IBM’s watson
- 16. Google Assistant
- 17. Google Assistant • Voice-controlled smart assistant • Users interact with the Assistant through a conversation • Natural-sounding back and forth exchanges • Get things done quickly the way you want • Letting you do things like send messages, search the Internet, schedule events & alarms, adjust hardware settings and so on • Build apps even without you don’t know how to code
- 18. How it works? • ASK A QUESTION. • DETERMINE CONTEXT. • AUDIBLY RESPOND WITH THE RIGHT INFORMATION. • ASK SEVERAL FOLLOW UP QUESTIONS • ASSISTANT KEEPS TRACK OF THE CONVERSATION & RESPOND.
- 20. Chatbot • A Service • Plugged into a number of data sources via APIs so it can deliver information • Runs inside a Chat Interface (Read that as Slack, FB Messenger, Twitter, Skype,etc) • It is usually another way to interact with your Web Application, API or Mobile Application • It is not a Mobile App
- 21. Chatbot Platform Requirement • Natural Language Processing – Decomposing input sentences into the constituent parts • Query generation – Translating parsed sentences into valid queries • Context management – Remembering the results of previous queries to answer futures ones intelligently • Domain knowledge – Storing knowledge about the domain of the Chatbot’s expertise. • Natural Language Generation – Giving the chatbot a personality
- 22. Dialogflow • An AI • New way to interact with your product by building engaging voice and text-based conversational interfaces • Machine learning to understand what users are saying
- 23. Writing an agent on Dialogflow • DEFINE AGENT • Collection of intents that, together, form a conversational interface • CREATE YOUR ENTITIES • Extracts parameter values from natural language inputs • CREATE INTENTS : WELCOME, FALLBACK, FUNCTIONALITY • A mapping between what a user says and what action should be taken • TEST AND TRAIN • INTEGRATIONS (GOOGLE HOME, SLACK, ETC).
- 24. DEMO TIME!
- 25. A BIG THANK YOU!
- 26. Join on social media! • LinkedIn.com/company/HashtagDecode • Facebook.com/HashtagDecode • Instagram.com/HashtagDecode_ • Twitter.com/HashtagDecode