它用大约4000行Python代码，复刻了Clawdbot的核心智能体能力。Clawdbot的代码量是43万行，nanobot把这个数字压缩了99%。 这不是一个玩具项目。网页搜索、代码执行、文件读写、定时任务、持久记忆——一个能跑起完整"感知-决策-行动-学习"闭环的AI Agent该有的东西，它都有。

点击上方“Deephub Imba”,关注公众号,好文章不错过 !这篇文章从头实现 LLM-JEPA: Large Language Models Meet Joint Embedding Predictive Architectures。需要说明的是，这里写的是一个简洁的最小化训练脚本，目标是了解 JEPA 的本质：对同一文本创建两个视图，预测被遮蔽片段的嵌入，用表示对齐损失来训练。本文的目标是 ...

在构建大语言模型（LLM）应用时，检索增强生成（RAG）已成为解决模型幻觉、补充私有知识的标准范式。然而，许多开发者在实践中发现，单纯依赖向量检索（Vector Search）并非万能——它擅长捕捉语义，但在处理精确匹配（如产品型号、专有名词）时往往力不从心 ...

Generally, Python comes pre-installed in Ubuntu, but if it’s not available on your Linux distro for some reason, you can install Python in Ubuntu in a few steps. If you’re a developer, Python is ...

If you recently moved to Ubuntu from Windows or macOS and are looking for a way to install drivers in Ubuntu, you have come to the right place. We have added 4 detailed methods to update drivers in ...

Python developers often need to install and manage third-party libraries. The most reliable way to do this is with pip, Python’s official package manager. To avoid package conflicts and system errors, ...

When you install Python packages into a given instance of Python, the default behavior is for the package’s files to be copied into the target installation. But sometimes you don’t want to copy the ...

Abstract: Many works have recently proposed the use of Large Language Model (LLM) based agents for performing ‘repository level’ tasks, loosely defined as a set of tasks whose scopes are greater than ...