Деталі електронної книги

Model Context Protocol for LLMs. Build scalable multi-agent AI systems with LangChain, AutoGen, and the MCP open standard

Model Context Protocol for LLMs. Build scalable multi-agent AI systems with LangChain, AutoGen, and the MCP open standard

Naveen Krishnan

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EЛЕКТРОННА КНИГА
AI developers face a growing challenge: building intelligent systems that retain long-term memory, reason over dynamic context, and integrate safely with external tools. Model Context Protocol for LLMs provides a modern solution—offering an open, modular architecture to construct scalable LLM agents with structured context exchange.
This book equips you with a complete hands-on journey to MCP. You’ll implement the protocol’s key components—resource providers, tool providers, and gateways—then use these to orchestrate agents, chain workflows, and add context-aware behavior. You’ll also learn how MCP integrates seamlessly with LangChain, AutoGen, RAG systems, and multimodal applications.
Security and governance are covered in depth, helping you build privacy-compliant, threat-resistant AI apps. You’ll explore caching, async tasks, load balancing, and scaling strategies for real-world readiness. With a continuous hands-on project, MCP becomes more than a standard—it becomes a blueprint for production-grade LLM development.
  • 1. Introduction to Model Context Protocol
  • 2. Building a Basic Agent with State and Deployment Flow
  • 3. MCP for Non-Technical Readers Workflows
  • 4. MCP Components and Interfaces
  • 5. MCP Architecture Overview
  • 6. Server-Side Implementation
  • 7. Client-Side Integration
  • 8. MCP Security Model
  • 9. MCP Performance Optimization
  • 10. MCP and Multi-Agent Systems
  • 11. MCP for Retrieval-Augmented Generation
  • 12. MCP and LangChain Integration
  • 13. MCP and AutoGen Integration
  • 14. MCP for Enterprise Knowledge Management
  • 15. MCP for Personalization and Recommendation Systems
  • 16. MCP for Multimodal Applications
  • 17. Enterprise Knowledge Management
  • 18. Case Studies and Applications
  • 19. Ethical Considerations and Responsible AI with MCP
  • 20. Advanced Topics and Future Directions
  • Назва:Model Context Protocol for LLMs. Build scalable multi-agent AI systems with LangChain, AutoGen, and the MCP open standard
  • Автор:Naveen Krishnan
  • Оригінальна назва:Model Context Protocol for LLMs. Build scalable multi-agent AI systems with LangChain, AutoGen, and the MCP open standard
  • ISBN:9781806662265, 9781806662265
  • Дата видання:2026-02-27
  • Формат:Eлектронна книга
  • Ідентифікатор видання: e_4mzr
  • Видавець: Packt Publishing
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