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Introduction
Comprehensive Modular AI System Architectures and Patterns
References
Foundational Papers and Academic Research
Microservices and Modular Architectures
Plugin-Based and Extensible Architectures
Composable AI and Building Blocks
Pipeline-Based ML Architectures
Layered Architecture Patterns
Multi-Agent Systems
API-First and Headless Architectures
Domain-Driven Design
Hexagonal Architecture
Event-Driven Architecture
Retrieval-Augmented Generation (RAG)
Service-Oriented Architecture
Tool-Based Architecture and Function Calling
Chain-of-Thought and Decomposed Prompting
Model Context Protocol
Implementation Best Practices and Challenges
Adapter and Gateway Patterns
Message Queue and Orchestration
Orchestration and Workflow Management
Additional Resources