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Python libraries handle real business tasks like APIs, data analysis, and machine learning at scaleUsing ready-made libraries ...
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第三环是智能体运行器,负责选择模型、组装系统提示词、加载工具和记忆,然后把会话历史拼接进去。如果上下文快满了,它会自动压缩会话或者优雅地失败。第四环是大模型API调用,支持流式响应和扩展思考。第五环是智能体循环,如果模型返回工具调用,就在本地执行并把 ...
LLM-in-Sandbox 提出了一个简洁而有效的范式:通过给大模型提供一台虚拟电脑,让其自由探索来完成任务。实验表明,这一范式能够显著提升模型在非代码领域的表现,且无需额外训练。 研究者认为, LLM-in-Sandbox 应当成为大模型的默认部署范式 , 取代纯 LLM 推理 。当沙盒可以带来显著的性能提升,并且部署成本几乎可以忽略不计时,为什么还要用纯 LLM?
XDA Developers on MSN
This NAS wouldn't give me SSH access, so I hacked into it instead
It's a great NAS with great hardware, but the lack of SSH access is frustrating.
Naresh Lokiny advances telecom and payment systems through DevOps, AI and automated testing, reducing manual tasks and ...
Dozens of people gathered as Vice President JD Vance attended an RNC fundraising event at the Naples Yacht Club on Jan. 28.
U.S. Vice President JD Vance arrived in Naples, Florida, via Air Force Two Wednesday, Jan. 28, 2026. He was whisked to the ...
ChatGPT has quietly gained bash support and multi-language capabilities, enabling users to run commands and install packages in containers without official announcements.
Stranger Things concept of the “Upside Down” is a useful way to think about the risks lurking in the software we all rely on.
IBM is hiring a dynamic AI Engineer to craft cutting-edge AI and chatbot solutions using the Watson suite, Python, and Java. In this full-time hybrid cloud, the ...
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