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Conversational BOT with entity extraction

Goal is to create a conversational chatbot capable of asking questions in order to fulfil user's query and also parse all the entities required to fulfils user's request.

Below is the example of simple ticket booking agent capable to hit parse all the user requirements and fulfil user's request.

Example Scenario:

USER: I want to book airline ticket
AI AGENT: Sure, Can you please provide me with the source and destination
USER: Yes, Please book ticket from A to B
AI AGENT: Sure, I have booked the ticket for you. Here's you airline ticket from A to B: <link-to-ticket>