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中文教程:《使用 LangChain 开发基于 LLM 的应用程序》(LangChain for LLM Application Development)

🚀简介

吴恩达老师发布的大模型开发新课程,指导开发者如何结合框架LangChain 使用 ChatGPT API 来搭建基于 LLM 的应用程序,帮助开发者学习使用 LangChain 的一些技巧,包括:模型、提示和解析器,应用程序所需要用到的存储,搭建模型链,基于文档的问答系统,评估与代理等。

本文档包含该课程系列讲解代码+总结,并包含一个完整文档QA代码程序(可放心食用♥)

🏀课程

DeepLearning.AI: LangChain for LLM Application Development

(强推!!!)Youtube宝玉老师翻译视频:《使用 LangChain 开发基于 LLM 的应用程序》

⭐目录

  1. 简介 Introduction
  2. 模型,提示和解析器 Models, Prompts and Output Parsers
  3. 存储 Memory
  4. 模型链 Chains
  5. 基于文档的问答 Question and Answer
  6. 评估 Evaluation
  7. 代理 Agent
  8. 总结 Conclusion

🌹参考

DataWhale社区 —— 大模型开发系列课程中文系列

DeepLearning.AI社区 —— 吴恩达老师大模型开发系列课程

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