icon-to-image#As someone who primarily works in Python, what first caught my attention about Rust is the PyO3 crate: a crate that allows accessing Rust code through Python with all the speed and memory benefits that entails while the Python end-user is none-the-wiser. My first exposure to pyo3 was the fast tokenizers in Hugging Face tokenizers, but many popular Python libraries now also use this pattern for speed, including orjson, pydantic, and my favorite polars. If agentic LLMs could now write both performant Rust code and leverage the pyo3 bridge, that would be extremely useful for myself.
64E MDTMP DES_CS SLIM ; CS.limit = 0xFFFF
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他觀察，「政府走了一步，是傷害很大的，就是打壓一些公民社會的聲音」，同時避忌居民的參與；政府解散原來的法團，另行委任管理公司，其角色亦見疑慮，「那個公司沒有一個很清晰、向居民問責的義務，反過來因為政府委任，變成向政府負責。」
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如何构建智能体有了理想的标杆，我们怎么构建智能体？基本逻辑很简单：以可获取的最“聪明”、理想的模型为核心（大脑），通过软件工程来搭建一个系统，弥补模型的不足，尽量逼近理想智能体的形态。