Operational AI with Docker

Operational AI with Docker | 79.14 MB

Title: Operational AI with Docker
Author: Ajeet Singh Raina
Category: Nonfiction, Computers, Operating Systems, Linux, Programming, Software Development, Advanced Computing, Artificial Intelligence
Language: English | 390 Pages | ISBN: 9781807301088

Description:
Run production-grade GenAI workloads by containerizing, serving, and scaling LLMs, agents, and multi-model pipelines with Docker, MCP, and Kubernetes for cloud platformsKey Features

Deploy and operate local and edge-friendly LLM inference using Docker Model Runner and an OpenAI-compatible API

Orchestrate multi-model and multi-agent workloads with Docker Compose and Kubernetes patterns used by platform teams

Purchase of the print or Kindle book includes a free PDF eBook
Book DescriptionModern AI systems don't fail at modeling; they fail in production. Moving from experiments to reliable, scalable systems requires more than notebooks and scripts. It requires infrastructure.Operational AI with Docker shows you how to build, deploy, and operate AI systems that work beyond a single machine. You'll learn how to use Docker as a consistent runtime for machine learning workflows, package models as reproducible artifacts, and run them reliably across...

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