本書採用創新且實用的教學策略,巧妙融合理論基礎與實踐應用,深入剖析自然語言處理(Natural Language Processing,NLP)領域的新進展,以及大語言模型(Large Language Model,LLM)的原理。書中不僅系統闡述了?LLM?的理論基礎,還通過實際項目案例展示了如何將這些模型應用於構建RAG系統。本書遵循由淺入深的路徑,從LLM的基礎知識入手,詳細闡釋了模型的訓練流程,並深入探討了如何利用提示技術與模型進行高效交互。書中還重點介紹了兩個在業界得到廣泛認可的框架—LlamaIndex和LangChain,它們是開發RAG應用的強大工具。書中的項目案例不僅為讀者提供了寶貴的實踐經驗,也能夠加深讀者對相關概念的理解和應用。此外,書中進一步探討了包括智能體和微調在內的高級技術,這些技術能夠顯著提升問答系統的性能。
《醫學圖像重建(英文版)》內容簡介:Medical Image Reconstruction A Conceptual Tutorial introduces the classical and modern image reconstruction technologies, such as two-dimensional (2D) parallel-beam and fan-beam imag
This text is concerned with a probabilistic approach to image analysis as initiated by U. GRENANDER, D. and S. GEMAN, B.R. HUNT and many others, and developed and popularized by D. and S. GEMAN in a p
Hydrologic computation shall analyze and compute the whole or parts of the following items according to the requirements of engineering designs: Collection, processing and review of basic data;Runoff
This is a simplified Chinese edition of the following title(s) published by Cambridge University Press: Compressive Sensing for Wireless Networks ISBN 9781107018839 Cambridge University Press 2013Thi
This book focuses on the interaction among three elements of online social networks, i.e. structure, group and information.The structure characteristics and its evolution mechanism, the formation and
The old tapa, a cloth made from the outer covering of trees, had a simple image of the ocean painted on it. For everyone listening to the story, the ocean seemed to come to life in their imagination e
《全IP網路融合》(Convergence Through All-IP Networks)共11章,系統講解了下一代網路(NGN)技術全部體系,內容涵蓋骨幹網路、各種網元以及大量的使用者端設備。《全IP網路融合》(Convergence Through All-IP Networks)解釋了全IP網路及IP融合,包含帶有專用服務和應用場景的各種專題,具體內容涉及從光纖骨幹網到無線“最後一英里”、
《北京航空航天大學"研究生英文教材"系列叢書:計算機文化基礎》內容簡介:This book includes 4 chapters. They are basic knowledge of computer, introduction of operating system, Microsoft Office 2003 and computer networks. This book focuse
There once was a man who had his image photographed by photo studios every year from 1907 to 1968. Those years saw the end of dynastic rule, the early Republic of China and the turbulence and wars tha
“土壤—植物—大氣系統熱量、物質運移綜合模型”(coupled heat andmass transfer model for soil-plant-atmosphere system,簡稱“綜合模型”——coup-Model),是由瑞典皇家工學院的皮爾瑞克·杰森和路易絲·卡爾伯格教授領導下的研究組通過多年潛心研究和實踐建立的,這個模型主要用于模擬不同森林植物群落下的土壤熱量過程、土壤水分過程、植
The real-time acquisition and intelligent processing has emerged as an important trend of future Earth observation technologies. The international symposia on Future Intelligent Earth Observing Satell
Albert Einstein remains one of most famous scientists in world history. His image is instantly recognizable by even the most scientifically uninformed person-- for many people, Einstein personifies ge
This is the first major collcetion of eighteenth-century British utopias.Seven tracts ,spanning the centur ,show how the image of the ideal society was used as a form of social criticism,and particula
《塑料技術手冊 塑料制品生產(1 影印版)》內容包括LIST OF FIGURES;LIST OF TABLES;PREFACE;ABOUT THE EDITORS;3.FABRICATING PRODUCT;OVERVIEW;Process;Classifying Machine;Complete Operation;Processing and Patience;Material and Fa