本文是基于上篇LangChain应用开发框架学习路径, 构建智能客服AI Agent 案例。通过该案例实践，引发进一步的思考并最终总结出开发AI Agent必备技能。
LangChain开发框架学习路径
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本文是对LangChain应用开发框架的总体架构和关键技术的解读。以大纲的形式，辅以图形展示出LangChain开发框架的主要技术学习路径，做为初始接触该技术的学习者的入门指南。
Paper reading: Gemma: Open Models Based on Gemini Research and Technology
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Google DeepMind has released Gemma, a series of open models inspired by the same research and technology used for Gemini. This article summarized the main parts of paper Gemma: Open Models Based on Gemini Research and Technology and shown the basic way for running this model on local devices. Then give a conclusion on this model.
2023年大模型研究现状综述
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This article reviews the current status of large model research in 2023. It summarizes the various stages of large model development this year and the contributions of major research institutions to large model research. It also summarizes and summarizes the current mainstream types of large models. On this basis, some thoughts and prospects about the future development of large-model technology were made.
Paper Reading: Cramming- Training a Language Model on a Single GPU in One Day
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IBM's NLP research expert Leshem Choshen commented on Twitter, "This paper summarizes all the big model training trips you can think of.
6 Artificial Intelligence Tools for Chat
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This article will introduce 6 practical and efficient free AI chat tools.
ChatGPT: The Chatbot program developed by OpenAI in the United States, released on November 30, 2022. ChatGPT is a Natural language processing tool driven by artificial intelligence technology. It can communicate by understanding and learning human language, and interact according to the context of chat, so as to chat and communicate like human beings. Conversational artificial intelligence is trained based on a large amount of text from 2021 and before, and its use is free, but accelerating response and usage during peak demand periods requires a monthly payment of $20.
Rasa NLU SKLearn Classifier解析
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本文是对著名对话机器人开源框架Rasa NLU Sklearn classifier架构的解析。Rasa是一套开源机器学习框架，用于构建基于上下文的AI小助手和聊天机器人。Rasa有两个主要模块：Rasa NLU 用于对用户消息内容的语义理解；Rasa Core 用于对话管理（Dialogue management）。本文主要针对Rasa NLU Sklearn classifier做细节上的说明。
本文更多关注算法，主要内容如下：
Rasa NLU DIET Classifier解析
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本文是对著名对话机器人开源框架Rasa NLU classifier中最受欢迎的DIET Classifier的解析。Rasa是一套开源机器学习框架，用于构建基于上下文的AI小助手和聊天机器人。Rasa有两个主要模块：Rasa NLU 用于对用户消息内容的语义理解；Rasa Core 用于对话管理（Dialogue management）。本文主要针对Rasa NLU classifier 中的DIET Classifier做详细的说明。
本文更多关注算法，主要内容如下：
Rasa NLU架构解析
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本文是对著名对话机器人开源框架Rasa NLU架构的解析。Rasa是一套开源机器学习框架，用于构建基于上下文的AI小助手和聊天机器人。Rasa有两个主要模块：Rasa NLU 用于对用户消息内容的语义理解；Rasa Core 用于对话管理（Dialogue management）。本文主要针对Rasa NLU各部分做细节上的说明。
本文更多关注算法，主要内容如下：
Rasa NLU classifier解析
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本文是对著名对话机器人开源框架Rasa NLU classifier架构的解析。Rasa是一套开源机器学习框架，用于构建基于上下文的AI小助手和聊天机器人。Rasa有两个主要模块：Rasa NLU 用于对用户消息内容的语义理解；Rasa Core 用于对话管理（Dialogue management）。本文主要针对Rasa NLU classifier 做总体上的说明。
本文更多关注算法，主要内容如下：