AI Agent Engineering with LangChain and MCP: Production Patterns - Couverture souple
Livre 4 sur 5: AI Agent Development & Engineering Series
Synopsis
AI Agent Engineering with LangChain and MCP: Production Patterns
Struggling to build reliable AI agents that scale in the real world?
Core Promise
“AI Agent Engineering with LangChain and MCP: Production Patterns” shows you how to move beyond prototypes and deploy full-fledged, production-ready AI agents. You’ll master the tools, architectures, and workflows that power resilient, maintainable systems using LangChain and the Messaging Contract Protocol (MCP).
Key Learnings & Benefits
Discover actionable patterns and hands-on guidance to:
Architect Robust Agents: Grasp core abstractions—chains, agents, memory—and design workflows that handle complex tasks and multi-agent coordination (Chapter 3).
Integrate LLMs & External Tools: Build and secure API adapters, implement prompt engineering, and manage rate limits for rock-solid integrations (Chapter 4).
Implement RAG Pipelines: Ingest data, choose the right vector stores, and fuse context with LLMs for accurate, up-to-date retrieval–augmented responses (Chapter 5).
Deploy & Scale: Containerize with Docker, orchestrate on Kubernetes or serverless infrastructure, and leverage spot instances and autoscaling to optimize costs (Chapters 6 & 10).
Automate MLOps & CI/CD: Craft end-to-end pipelines with GitHub Actions or GitLab CI, enforce testing, version models and data, and manage infrastructure as code with Terraform and Helm (Chapter 7).
Ensure Observability & Security: Define metrics, instrument with Prometheus and OpenTelemetry, set up Grafana dashboards, and implement secrets management, encryption, and bias auditing (Chapters 8 & 9).
Each chapter combines clear explanations, production-tested examples, and personal insights—such as real-world pitfalls and recovery strategies—so you can confidently build AI agents that delight users and withstand the demands of live environments.
Equip yourself with proven production patterns for AI agent engineering—get your copy of AI Agent Engineering with LangChain and MCP: Production Patterns today!
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