{"product_id":"generative-ai-with-fastapi-for-business-a-hands-on-guide-to-building-scalable-production-ready-apis-for-generative-ai-and-large-language-models-9798263968977","title":"Generative AI with FastAPI for Business: A Hands-on Guide to Building Scalable, Production-Ready APIs for Generative AI and Large Language Models","description":"\u003cp\u003e • Author(s): Nathan Vickers\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Information Management\u003c\/p\u003e\u003cp\u003eAre you ready to harness the power of Generative AI and Large Language Models (LLMs) in real business applications? This comprehensive guide shows you how to design, build, and deploy production-ready APIs using \u003cb\u003eFastAPI\u003c\/b\u003e, the high-performance Python framework trusted by professionals worldwide.\u003cbr\u003eWhether you're a software engineer, data scientist, AI product manager, or entrepreneur, this book walks you step by step through the essential patterns, best practices, and real-world case studies you need to create \u003cb\u003esecure, scalable, and cost-effective AI-powered systems\u003c\/b\u003e.\u003cbr\u003eInside you'll learn how to: \u003cbr\u003e- Frame business problems into workable generative AI solutions\u003cbr\u003e- Master FastAPI fundamentals for high-throughput AI services\u003cbr\u003e- Design reliable API service contracts and streaming endpoints\u003cbr\u003e- Implement Retrieval-Augmented Generation (RAG) pipelines with vector databases\u003cbr\u003e- Manage configuration, secrets, and provider abstractions safely\u003cbr\u003e- Enforce authentication, authorization, and compliance (GDPR, HIPAA, SOC 2)\u003cbr\u003e- Apply safety filters, input scrubbing, and human-in-the-loop approvals\u003cbr\u003e- Monitor production APIs with logging, metrics, and distributed tracing\u003cbr\u003e- Optimize for performance, token cost efficiency, and caching\u003cbr\u003e- Deploy at scale using Docker, Kubernetes, and cloud-native patterns\u003cbr\u003e- Test and evaluate LLM outputs with golden datasets, regression checks, and A\/B testing\u003cbr\u003e- Adapt proven product patterns for customer support, sales enablement, and internal automation\u003cbr\u003eWith \u003cb\u003escripts, configs, Kubernetes manifests, CI\/CD templates, and prompt versioning strategies\u003c\/b\u003e, this book doesn't stop at theory-it gives you everything you need to build, run, and maintain \u003cb\u003eenterprise-grade generative AI APIs\u003c\/b\u003e.\u003cbr\u003e\u003cb\u003eCase studies\u003c\/b\u003e include: \u003cbr\u003e- A telecom support assistant scaling to 100,000+ daily inquiries\u003cbr\u003e- A sales copilot integrated with CRM systems to shorten deal cycles\u003cbr\u003e- An internal automation workflow with mandatory human approvals for compliance\u003cbr\u003eIf you want to build applications that go beyond demos-systems that real businesses trust and pay for-this is the guide you need.\u003cbr\u003ePerfect for readers searching for: \u003cbr\u003eGenerative AI, FastAPI, Large Language Models, Python AI development, business AI applications, AI API design, RAG pipelines, vector databases, AI deployment with Docker and Kubernetes, LLM safety and compliance, production-ready AI systems, AI engineering best practices.\u003cbr\u003e\u003cb\u003eUnlock the playbook for building scalable generative AI APIs-and take your projects from prototype to production with confidence.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46333063495831,"sku":"9798263968977","price":1273.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798263968977.webp?v=1768668514","url":"https:\/\/atlanticbooks.com\/products\/generative-ai-with-fastapi-for-business-a-hands-on-guide-to-building-scalable-production-ready-apis-for-generative-ai-and-large-language-models-9798263968977","provider":"Atlantic Books","version":"1.0","type":"link"}