Description: In this video, we will build a chatbot in Dialogflow for a food delivery system. It will be an end-to-end project covering Dialogflow basics, building a backend in python and Fastapi, interactions with MySQL database, and much more. We will cover Dialogflow fundamentals such as intents, entities, contexts, etc.
Source code: https://codebasics.io/resources/end-to-end-nlp-chatbot-project
Timestamps:
00:00 – 01.53: Introduction
01.54 – 4.23: Problem statement
4.24 – 10. 00: Scope of Work
10.01 – 12.23: Using ChatGPT for Solution Design & Architecture
12.24 – 14.00: Finalizing Chatbot Building Steps
14.00 – 17.14: Reason for choosing DialogFlow
17.30 – 20.27: Dialogflow setup
20.28 – 24.16: Dialogflow intents
24.17 – 28.09: Dialogflow entities
28.10 – 52.45: Dialogflow setup
52.46 – 01.04.48: Dialogflow contexts
01.04.50 – 01.06.22 : Fulfillment
01.06.23 – 01.10.14 : Database setup
01.10.15 – 01.15.10 : Backend setup
01.15.11 – 02:24:48: FastAPI Python Backend coding
02.24.49 – 02.49.38 – Website integration
02.49.29 – 02.55.04 Exercise and next steps
02.55.05 – Happy ending!
Complete NLP Playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uuvuAXhYjV2lMEShq2UYSwX
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