DSPy 3.1.1 发布：新增 RLM 模块并优化多智能体支持

AI 摘要

DSPy 发布 3.1.1 版本，主要更新包括新增 RLM 模块、改进 PythonInterpreter 安全性、优化 GEPA 工具描述以支持多智能体系统，并修复了多个适配器、流式处理和缓存问题。该版本还增强了文档和 API 参考，提升了整体稳定性和可靠性。

正文节选

## What's Changed RLMs * feat(rlm): Add RLM Module and improve PythonInterpreter by @isaacbmiller in https://github.com/stanfordnlp/dspy/pull/9193 * Use `language` in system instructions for `dspy.Code` fields by @mariusarvinte in https://github.com/stanfordnlp/dspy/pull/9106 * Update dspy.RLM to improve reliability and avoid pydantic warnings by @okhat in https://github.com/stanfordnlp/dspy/pull/9210 * fix(RLM): Change FinalAnswerResult to FinalOutput and remove RLM __call__ by @isaacbmi

发布时间：2026-01-19 10:30

抓取时间：2026-08-02 00:25

来源机构：Stanford NLP