《大模型应用开发极简入门》内容简介
本书为大模型应用开发极简入门手册,为初学者提供了一份清晰、全面的“最小可用知识”,带领大家快速了解GPT-4和ChatGPT的工作原理及优势,并在此基础上使用流行的Python编程语言构建大模型应用。通过本书,你不仅可以学会如何构建文本生成、问答和内容摘要等初阶大模型应用,还能了解到提示工程、模型微调、插件、LangChain等高阶实践技术。书中提供了简单易学的示例,帮你理解并应用在自己的项目中。此外,书后还提供了一份术语表,方便你随时参考。
准备好了吗?只需了解Python,你即可将本书作为进入大模型时代的启动手册,开发出自己的大模型应用。
作者简介
奥利维耶·卡埃朗(OlivierCaelen)
国际支付服务先驱Worldline公司机器学习研究员、布鲁塞尔自由大学机器学习博士,业余时间在布鲁塞尔自由大学教授机器学习课程。
玛丽-艾丽斯·布莱特(Marie-AliceBlete)
国际支付服务先驱Worldline公司研发部门软件架构师、数据工程师。她还负责维护开发者关系,并担任技术演讲嘉宾。
"A simple introduction to large model application development" content introduction
This minimalist introduction to large model application development provides beginners with a clear, comprehensive "minimum knowledge available" to quickly understand the working principles and benefits of GPT-4 and ChatGPT, and build large model applications using the popular Python programming language. In this book, you will not only learn how to build early large-scale model applications such as text generation, question and answer, and content summary, but also learn advanced practical techniques such as prompt engineering, model fine-tuning, plug-ins, LangChain, and so on. The book provides easy-to-follow examples to help you understand and apply to your own projects. In addition, a glossary of terms is provided at the end of the book for easy reference.
Are you ready? With a simple understanding of Python, you can use this book as a launch manual for entering the Big model era and developing your own big model applications.
About the author
OlivierCaelen
By Marie-AliceBlete
Software Architect and data engineer in the R&D department of Worldline, a pioneer in international payment services. She also maintains developer relations and serves as a technical guest speaker.