Exercise: Semantic Parsing with spaCy
Explore how to build a chatbot that extracts multiple user intents by leveraging spaCy's Matcher class and a synonyms list. You will learn to define patterns for intents, implement semantic similarity checks, and test your chatbot for accurate intent recognition.
We'll cover the following...
We'll cover the following...
Problem:
You are tasked with building a chatbot that can extract multiple intents from user messages and provide appropriate responses. The chatbot should use the spaCy Matcher class to match user messages with predefined patterns and extract intents from them. Additionally, the chatbot should use a synonyms list to identify semantic ...