{"product_id":"ollama-ai-agent-handbook-sammy-tech-9798254711759","title":"Ollama AI Agent Handbook: The Complete Hands-On Guide to Building Autonomous Local AI Agents Using Ollama, LangChain, LangGraph, and CrewAI","description":"\u003cp\u003e\u003cb\u003eMaster the future of AI by building powerful, private, and fully autonomous agents that run entirely on your own hardware.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThe \u003ci\u003eOllama AI Agent Handbook\u003c\/i\u003e is the complete hands-on guide for developers, AI engineers, and technical professionals who want to move beyond cloud APIs and create sophisticated local AI agents using Ollama.\u003c\/p\u003e\u003cp\u003eIn this practical guide, you will learn how to build production-ready autonomous agents from the ground up. Starting with the fundamentals of Ollama and tool calling, you'll progress through advanced topics including retrieval-augmented generation (RAG), memory systems, planning and reflection, stateful workflows with LangGraph, role-based multi-agent teams with CrewAI, and multimodal agents that can understand images and documents.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You'll Learn: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eInstall and optimize Ollama for maximum performance on consumer hardware\u003c\/li\u003e\n\u003cli\u003eBuild reliable ReAct agents and tool-calling systems from scratch\u003c\/li\u003e\n\u003cli\u003eCreate intelligent local RAG pipelines using Chroma, FAISS, and LlamaIndex\u003c\/li\u003e\n\u003cli\u003eDesign stateful, cyclical agents with LangGraph\u003c\/li\u003e\n\u003cli\u003eOrchestrate collaborative multi-agent teams using CrewAI\u003c\/li\u003e\n\u003cli\u003eDevelop multimodal agents capable of vision and document understanding\u003c\/li\u003e\n\u003cli\u003eImplement memory, planning, reflection, and self-critique mechanisms\u003c\/li\u003e\n\u003cli\u003eApply security, guardrails, and human-in-the-loop safeguards\u003c\/li\u003e\n\u003cli\u003eOptimize agents for speed and efficiency using quantization and model tiering\u003c\/li\u003e\n\u003cli\u003eDeploy agents using Docker, APIs, web UIs, and VS Code integrations\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're a developer looking to build private alternatives to cloud-based AI tools, an engineer seeking full control over your AI systems, or a technical leader exploring sovereign AI solutions, this book provides clear, step-by-step guidance with complete working code examples.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhy Local Agents Matter\u003c\/b\u003e Discover the compelling advantages of running agents locally: complete data privacy, zero recurring API costs, offline capability, full customization, and freedom from vendor lock-in.\u003c\/p\u003e\u003cp\u003eAll examples in this book are designed to run on modest hardware, making advanced agent development accessible to anyone with a standard laptop or desktop.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTake control of your AI future.\u003c\/b\u003e Build autonomous, trustworthy, and private AI agents that work for you - not the other way around.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Sammy Tech\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798254711759\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 04\/02\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 256\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.76lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.54d","brand":"Sammy Tech","offers":[{"title":"Paperback","offer_id":49172574339327,"sku":"9798254711759","price":19.99,"currency_code":"USD","in_stock":true}],"url":"https:\/\/www.whiterainbookhouse.com\/products\/ollama-ai-agent-handbook-sammy-tech-9798254711759","provider":"WR Book House","version":"1.0","type":"link"}