前面讲述的普通 Chatbot 记忆（向量库+Redis），解决的核心问题是如何像人一样聊天。 但Agent和Chatbot有两个关键差异，决定了它不能只靠对话历史： 不管是存Redis还是向量库，本质上就是在每一条记忆上打标签。 👉 以前单Agent可能长这样：{ content: "...", time: "..." } ...

How does Python deal with memory management? Learn the ins and outs of Python's garbage collection system and how to avoid its pitfalls. Python grants its users many conveniences, and one of the ...

Arm64 beats x86 with faster cold starts & huge cost savings across runtimes ...