Semantic search over local text files using embeddings. Use when grep/ripgrep fails to find relevant results because the exact wording is unknown, or when searching by meaning rather than pattern — e.g., searching logs for "deployment issue" when the actual text says "container build failed". Install with `pip install semfind`. Ideal for searching memory files, project docs, logs, and notes by meaning.

使用嵌入向量对本地文本文件进行语义搜索。当 grep 或 ripgrep 因无法确定确切措辞而无法找到相关结果，或需要按含义而非模式搜索时使用——例如在日志中搜索“部署问题”，而实际文本为“容器构建失败”。通过 pip install semfind 安装。适用于按语义搜索内存文件、项目文档、日志和笔记。