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facebookresearch / ParlAI

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.
https://parl.ai
MIT License
10.49k stars 2.1k forks source link

Build a conversational chatbot from scratch #3295

Closed Abhay1994s closed 3 years ago

Abhay1994s commented 3 years ago

Hi I am new to ParlAI and I have an experience of building conversational chatbots in other domains. Can anyone help me how to build and trained a conversational chatbot in ParlAI from scratch using our custom data i dont want to use the existing trained models of ParlAI.

I want to know the flow structure as well to train the below conversational flow between the bot and user using ParlAI:

Hey! Welcome to IT Support. Would you like to report an IT Problem? User: Yes

Great! May I have your Employee ID please? User: js2345

Please provide your Mobile Number. User 66XXXXXXXX

Thank You ! What’s the issue? (Account Locked) (Network Error)

User: Clicked on Network Error

Have you tried restarting your machine? User: Yes

Please explain the problem you are facing User: My internet is not working

We apologize for the inconvenience caused. I have raised an IT ticket IT8975 and sent you an email. A member from IT team will call you or visit your workstation shortly. User: ok

Thank You for contacting us. You have a wonderful day!

stephenroller commented 3 years ago

Please see https://parl.ai/docs/tutorial_task.html. The quickstart is probably sufficient for your needs.