OpenAI 于2026年10月6日以公开测试版形式发布了 Decisions API，推出了一个端点，可针对文本和图像输入返回针对开发者自定义问题的类型化答案。OpenAI API 更新日志记录了该 beta 版本的发布，使用 gpt-6-luna，通过专用 POST /v1/decisions 端点。 OpenAI 表示，新端点生成这些答案的速度约为 Responses API 的 10 倍。

这篇内容聚焦一件事：拿 2026-07-12 GitHub 热点里的 Python 项目做样本，从 README 到本地跑通，用 TaoToken 统一 Key 和 Base URL，把环境变量收敛成一份可复制的配置。适合谁？适合手里同时跑着两三个 AI 项目、被 Key 管理折腾过的 Python 开发者，也适合刚 clone 完热点仓库、准备第一次验证项目可用性的同学。

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datastore Contains the core logic for storing and querying document embeddings using various vector database providers. docs Includes documentation for setting up and using each vector database ...