构建 AI 智能体的 7 大 Agentic RAG 系统

Discover the world of AI agents: definition, working methods, types, components, benefits, and challenges.

探索 AI 智能体的世界：定义、工作方法、类型、组成、优势与挑战。

What if you could have a personal assistant who could do an endless amount of work without ever sleeping or getting tired? AI agents are the superheroes of the artificial intelligence era, and that is their power.

如果你能拥有一位永不睡觉、永不疲倦、可以完成无限工作的私人助理会怎样？AI 智能体就是人工智能时代的超级英雄，这就是它们的力量。

With the coming of agents such as AutoGPT, AgentGPT, etc., a whole new chapter has been added to the AI horizon. These new innovations are creating new opportunities for businesses and individuals alike. With the continuous evolution of AI, one thing is for sure — there will be endless possibilities for using autonomous AI agents. But, hey, first of all,

随着 AutoGPT、AgentGPT 等智能体的出现，AI 领域翻开了全新篇章。这些新创新正在为企业和个人创造前所未有的机遇。随着 AI 持续演进，有一点可以确定——自主 AI 智能体的应用将拥有无限可能。但首先，

What is an AI Agent?

什么是 AI 智能体？

What is an AI Agent

At the core, Agents are software programs designed to autonomously perform tasks by interacting with their environment. Agents simulate intelligent behaviour, and they can be as simple as rule-based systems or as complex as advanced machine learning models. They use predetermined rules or trained models to make decisions and might need external control or supervision.

核心而言，智能体是为自主执行任务而设计的软件程序，通过与环境交互来完成任务。智能体模拟智能行为，既可以是简单的基于规则的系统，也可以是复杂的高级机器学习模型。它们使用预设规则或训练模型做出决策，可能需要外部控制或监督。

For example:

例如：

AutoGPT is an AI agent that can generate human-like text responses. It can comprehend the context of the conversation and generate relevant responses accordingly.
AutoGPT 是一种 AI agent，能够生成类似人类的文本回复。它可以理解对话的上下文，并据此生成相关回复。
BabyAGI is an autonomous AI agent that can independently learn and perform tasks like understanding natural language, analysing images, identifying objects, following simple commands, etc.
BabyAGI 是一个自主 AI 代理，能够独立学习并执行任务，如理解自然语言、分析图像、识别物体、遵循简单指令等。
AgentGPT i_s an intelligent virtual agent designed to interact with customers and provide them with personalised recommendations._
AgentGPT 是一个智能虚拟代理，旨在与客户...