内容简介 这是一本全面讲解RAG技术原理、实战应用与系统构建的著作。作者结合自身丰富的实战经验，详细阐述了RAG的基础原理、核心组件、优缺点以及使用场景，同时探讨了RAG在大模型应用开发中的变革与潜力。书中不仅揭示了RAG技术背后的数学原理，还通过丰富的案例与代码实现，引导读者从理论走向实践，轻松掌握RAG系统的构建与优化。无论你是深度学习初学者，还是希望提升RAG应用技能的开发者，本书都将为你提供宝贵的参考与指导。 通过阅读本书，你将掌握以下知识： ?透彻理解RAG的召回和生成模块算法 ?高级RAG系统的技巧 ?RAG系统的各种训练方式方法 ?深入了解RAG的范式变迁 ?实战0基础搭建RAG系统 ?实战高级RAG系统微调与流程搭建

这是一本全面讲解RAG技术原理、实战应用与系统构建的著作。作者结合自身丰富的实战经验，详细阐述了RAG的基础原理、核心组件、优缺点以及使用场景，同时探讨了RAG在大模型应用开发中的变革与潜力。书中不仅揭示了RAG技术背后的数学原理，还通过丰富的案例与代码实现，引导读者从理论走向实践，轻松掌握RAG系统的构建与优化。无论你是深度学习初学者，还是希望提升RAG应用技能的开发者，本书都将为你提供宝贵的参考与指导。 通过阅读本书，你将掌握以下知识： RAG的召回和生成模块算法 高级RAG系统的构建技巧 RAG系统的各种训练方法 RAG的范式变迁 零基础搭建RAG系统 高级RAG系统微调与搭建

本书详细解析了RAG（Retrieval-Augmented Generation，检索增强生成）技术及其应用，从文档的分块与向量化，到利用深度学习模型进行向量检索，再到结合Prompt技术以实现精准响应，每个知识点都有清晰的逻辑阐述与实践案例；同时，介绍了PyTorch编程基础与深度学习核心概念。此外，本书还涵盖了一系列实用技术，如Web可视化工具Streamlit与Gradio的使用，以及如何利用这些工具快速构建交互式界面，直观展示RAG技术的效果。最后，通过动手实现PDF阅读器的实例，读者能亲自体验从理论到实践的过程，加深对RAG技术的理解与掌握。 本书内容通俗易懂，适合对文档搜索和RAG应用感兴趣的读者阅读，也可以作为从事大语言模型相关工作的人员的参考书。

Minimize AI hallucinations and build accurate, custom generative AI pipelines with RAG using embedded vector databases and integrated human feedback Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader Free Key Features Implement RAG’s traceable outputs, linking each response to its source document to build reliable multimodal conversational agents Deliver accurate generative AI models in pipelines integrating RAG, real-time human feedback improve

Minimize AI hallucinations and build accurate, custom generative AI pipelines with RAG using embedded vector databases and integrated human feedback Get With Your Book: PDF Copy, AI Assistant, and Next-Gen Reader Free Key Features Implement RAG’s traceable outputs, linking each response to its source document to build reliable multimodal conversational agents Deliver accurate generative AI models in pipelines integrating RAG, real-time human feedback improve

简介：很久很久以前，多元里生存着两种生物人类和怪物，人类带来了科技怪物，带来了魔法科技成为了这个多元前进的核心，魔法开始被科技同化

Legendary storyteller Stephen King goes into the deepest well of his imagination in this spellbinding novel about a seventeen-year-old boy who inherits the keys to a parallel world where good and evil are at war, and the stakes could not be higher—for their world or ours. Charlie Reade looks like a regular high school kid, great at baseball and football, a decent student. But h...(展开全部)

How do you tell your part in the biggest tale in history? I ask because it's what I have to do. I'm Zoe Boutin Perry: A colonist stranded on a deadly pioneer world. Holy icon to a race of aliens. A player (and a pawn) in a interstellar chess match to save humanity, or to see it fall. Witness to history. Friend. Daughter. Human. Seventeen years old. Everyone on Earth knows the t...(展开全部)

I ask because it's what I have to do. I'm Zoe Boutin Perry: A colonist stranded on a deadly pioneer world. Holy icon to a race of aliens. A player (and a pawn) in a interstellar chess match to save humanity, or to see it fall. Witness to history. Friend. Daughter. Human. Seventeen years old. Everyone on Earth knows the tale I am part of. But you don't know my tale: How I did wh...(展开全部)

How do you tell your part in the biggest tale in history? I ask because it's what I have to do. I'm Zoe Boutin Perry: A colonist stranded on a deadly pioneer world. Holy icon to a race of aliens. A player (and a pawn) in a interstellar chess match to save humanity, or to see it fall. Witness to history. Friend. Daughter. Human. Seventeen years old. Everyone on Earth knows the t...(展开全部)