{"product_id":"data-integration-for-llms-peter-flemming-9798296271822","title":"Data Integration for LLMs: Build ETL pipelines semantic layers and vector stores for scalable AI","description":"\u003cp\u003e\u003cb\u003eBook Description for 'Data Integration for LLMs: Build ETL pipelines semantic layers and vector stores for scalable AI'\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat if the secret to unleashing powerful LLM applications isn't in the model-but in your data pipeline?\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eIn an era where AI is only as intelligent as the data it learns from, \u003ci\u003eBuilding LLM Applications with Trustworthy Data Pipelines\u003c\/i\u003e delivers a bold, practical roadmap for developers, data engineers, and AI architects seeking to harness the full potential of Large Language Models (LLMs) with structured, scalable, and clean data foundations.\u003c\/p\u003e\u003cp\u003eThis book demystifies the complex world of intelligent applications by guiding you through every layer-from embedding structured data into vector stores, to deploying production-grade Retrieval-Augmented Generation (RAG) pipelines on the cloud. You'll learn how to connect your pipelines to LLMs, validate and monitor your data with real-world tools like dbt, Soda, and Great Expectations, and build solutions that are not just smart, but dependable.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll unlock: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003eA hands-on blueprint for building scalable, trustworthy AI data pipelines using LangChain, MCP, and cloud-native tools.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBest practices for data validation, drift detection, observability, and DevOps workflows.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eReal-world use cases-from customer support agents to multi-tenant enterprise dashboards-illustrating how to turn structured data into conversational intelligence.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDetailed, working code examples you can build and deploy right away.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you're building your first LLM-based system or scaling a production pipeline, this book provides the \u003cb\u003etechnical depth, architectural clarity, and operational playbooks\u003c\/b\u003e you need to succeed.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhy This Book?\u003c\/b\u003e\u003cbr\u003eUnlike most books that focus only on LLMs or prompt engineering, this one zooms in on the \u003cb\u003edata infrastructure\u003c\/b\u003e that makes or breaks real-world AI. You won't just learn how to connect the dots-you'll build the entire circuit.\u003c\/p\u003e\u003cp\u003e✅ Ready-to-deploy templates\u003cbr\u003e✅ Enterprise-ready practices\u003cbr\u003e✅ Hands-on tutorials backed by code\u003cbr\u003e✅ Future-proof for evolving AI tech stacks\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDon't build brittle AI-build intelligent systems grounded in data trust.\u003c\/b\u003e\u003cbr\u003ePick up \u003ci\u003eBuilding LLM Applications with Trustworthy Data Pipelines\u003c\/i\u003e today and start designing AI that's not just smart-but rock-solid.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Peter Flemming\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798296271822\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Independently Published\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/02\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 248\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.96lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.52d","brand":"Peter Flemming","offers":[{"title":"Paperback","offer_id":47580071493887,"sku":"9798296271822","price":27.5,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_0a73a930-c762-497a-ab0d-7c66e63a7f64.jpg?v=1763878596","url":"https:\/\/www.whiterainbookhouse.com\/products\/data-integration-for-llms-peter-flemming-9798296271822","provider":"WR Book House","version":"1.0","type":"link"}