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Mastering Production with Langflow, LangChain, OpenAI, and Vector Databases: Deploy AI apps with Lan

by Rowe, Cal

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Description

Turn your prototypes into production-grade AI applications-built for scale, security, and success.

Whether you're an AI engineer, software developer, or technical product lead, Mastering Production with Langflow, LangChain, OpenAI, and Vector Databases is your hands-on guide to deploying intelligent agents and Retrieval-Augmented Generation (RAG) systems in real-world environments. This advanced third volume builds on the foundations of visual development in Langflow and the modular power of LangChain to help you launch, scale, and maintain enterprise-ready AI workflows across cloud platforms.

You'll learn how to deploy robust agents using Langflow's API and Multi-Cloud Platform (MCP) servers, integrate with LangChain flows and OpenAI models, and manage vector databases like Pinecone and Weaviate-all while containerizing and orchestrating your applications using Docker and Kubernetes.

Inside You'll Learn How To:

  • Deploy AI agents as APIs using Langflow's MCP servers

  • Orchestrate complex LangChain workflows for production

  • Integrate OpenAI models securely and optimize usage costs

  • Scale vector databases for high-throughput RAG

  • Containerize workflows using Docker and deploy via AWS, Azure, and GCP

  • Implement monitoring, logging, and real-time observability with LangSmith and Prometheus

  • Meet enterprise-grade security and compliance standards like GDPR and CCPA

What's New in This Book:

  • Langflow's production API and multi-node MCP server setup

  • Advanced deployment strategies with CI/CD, Kubernetes, and Docker

  • Case studies deploying financial analysis and content generation agents at scale

  • Hands-on code: FastAPI, LangChain, Dockerfiles, Kubernetes configs, and more

  • Deep dives into hybrid RAG search, token usage optimization, and security architecture

Perfect For:

  • Developers and engineers scaling AI systems into production

  • AI/ML professionals building RAG agents with vector search

  • Technical product managers overseeing AI delivery pipelines

  • Educators and researchers teaching deployment-ready workflows

  • Contributors to Langflow's growing open-source community

Includes Bonus Content:

  • Downloadable Langflow JSON flows and container-ready code samples

  • Visual architecture diagrams for real-world deployment scenarios

  • CI/CD configs, security checklists, and Docker Compose templates

  • Exclusive links to Langflow's GitHub projects and Discord community

You've built intelligent agents. Now it's time to launch them.
With Mastering Production with Langflow, you'll gain the production-readiness, confidence, and expertise to deliver AI systems that scale, comply, and thrive in the real world.

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Product Details

  • Jul 14, 2025 Pub Date:
  • 9798292464815 ISBN-10:
  • 9798292464815 ISBN-13:
  • English Language