- Comments
AI-Powered Chatbot for Customer Support (25AI101)
The AI-Powered Chatbot for Customer Support uses NLP to automate queries, reduce response times, and offer 24/7 client engagement.
Why Build This System?
- 24/7 automated instant support
- Handles high volume queries
Key Features
- Natural Language Processing
- User intent categorization
System Basics
The setup intercepts text inputs via interactive web chat widgets, screens intent utilizing deep neural frameworks, and targets pre-compiled accurate replies.
Code Snippet:
import nltk
from nltk.chat.util import Chat
pairs = [["(.*)help(.*)", ["How can I assist you?"]]]
chat = Chat(pairs)
chat.converse()Learning Outcomes:
- Master text preprocessing and tokenization
- Build production-ready smart conversational engines