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Computer Science
Software Engineering
Chatbot Development
1. Introduction to Chatbots
2. Foundational Technologies
3. Core Components of Conversational AI
4. Chatbot Design Principles
5. Development Methodologies
6. Building NLU Systems
7. Dialogue Management Systems
8. Large Language Models in Chatbots
9. Development Tools and Platforms
10. Integration and Deployment
11. Testing and Quality Assurance
12. Monitoring and Analytics
13. Maintenance and Continuous Improvement
14. Advanced Topics
15. Ethics and Responsible AI
Development Tools and Platforms
Open-Source Frameworks
Rasa
NLU Pipeline
Core Dialogue Engine
Action Server
Custom Components
Botpress
Visual Flow Builder
NLU Engine
Channel Connectors
ChatterBot
DeepPavlov
Cloud Platforms
Google Dialogflow
Intent Management
Entity Configuration
Fulfillment Webhooks
Integration Options
Microsoft Bot Framework
Bot Builder SDK
LUIS Integration
Channels and Adapters
Amazon Lex
Intent and Slot Configuration
Lambda Integration
Voice Capabilities
IBM Watson Assistant
Skill Development
Dialog Trees
Search Integration
Programming Libraries
Python Libraries
NLTK
spaCy
Transformers
Scikit-learn
JavaScript Libraries
Natural
NLP.js
Botkit
Java Libraries
OpenNLP
Stanford CoreNLP
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8. Large Language Models in Chatbots
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