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: "..." } ...

Building a chatbot can feel like an overwhelming task, especially when you’re juggling multiple tools and trying to ensure everything works seamlessly. If you’ve ever found yourself stuck between ...

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Top picks for Python readers on InfoWorld Shiny for Python adds chat component for generative AI chatbots “Ooh, shiny!” indeed—use the LLM back end of your choice to spin up chatbots with ease. Intro ...

Just take one complex Python guide, upload it to a notebook, and hit the ‘Audio Overview’ button. It bridged the gap between ...

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