LLM 0.32 发布：支持推理轨迹、OpenAI Responses 与服务端工具
原标题：New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging
AI 摘要
Simon Willison 发布了 LLM 0.32，这是该项目自启动以来最重要的版本，新增了对推理轨迹、OpenAI Responses API、服务端工具和内容寻址日志的支持。该版本还引入了新的模型（如 GPT-5.6 系列）和 Python API 改进，包括流式事件和消息列表参数。同时，llm-anthropic 等插件也获得了重大更新，增加了 WebSearch、CodeExecution 和 AnthropicMCP 等工具。
正文节选
New release of LLM adds support for reasoning traces, OpenAI Responses, server-side tools, and smarter logging 4th August 2026 I released LLM 0.32 this morning, the most significant new version of LLM since the initial launch of the project. The new version includes support for visible reasoning traces, server-side provider tools, redesigned content-addressable SQLite logs, new models, and new features enabled by the OpenAI Responses API. I also released new versions of the llm-anthropic, llm-ge