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The Complete Guide to AI Agents for 2024 - Coggle Diagram
The Complete Guide to AI Agents for 2024
What Are AI Agents?
Key Capabilities
Natural Language Processing
Understand, interpret and generate human language
Enable natural conversations
Machine Learning
Learn from data without explicit programming
Improve language and task performance
Automated Tasks
Carry out delegated tasks autonomously
Make reservations, provide customer support, control smart home devices
Personalized Service
Adapt behavior and language for individual users
Types of AI Agents
1. Virtual Agents / Chatbots
Text or voice conversation interfaces
Examples: Siri, Alexa, website chatbots
Handle customer service, e-commerce, personal assistant tasks
2. Embodied Agents
Visible avatar or robot representation
Examples: Pepper robot, IKEA's Anna
Enable natural interactions with body language, facial expressions
3. Virtual Private Assistants
Designed for individual users
Examples: Google Assistant, Siri, Alexa, Cortana
Manage personal and professional tasks
How AI Agents Work
Natural Language Processing
Speech recognition
Natural language understanding
Natural language generation