Abstract: Large Language Models (LLMs) now possess function calling capabilities, enabling them to interact with external tools and APIs. Within cognitive architectures for social robotics, this ...

This work introduces AppWorld Engine, a high-fidelity execution environment of 9 day-to-day apps, operable via 457 APIs, populated with digital activities of ~100 people living in a simulated world, ...

工程上最关键的实践是在模型输出和工具执行之间插一个参数校验层，我们项目中用 Pydantic 来做。校验失败的不直接报错，而是把具体的校验错误信息反馈给模型让它修正重试，这种"带反馈的重试"能修复大部分参数错误。 Function Calling 大概是 LLM 应用开发中最 ...

For regular attendees of the Boston Calling Music Festival, Memorial Day weekend will look a bit different this year. Boston Calling is taking a year off in 2026, meaning live music fans will have to ...