minor: update readme (#361)

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Qinren Zhou 2026-04-21 12:33:20 +08:00 committed by GitHub
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## 💫 Features
- **Blazing Fast**: Searches billions of vectors in milliseconds.
- **Simple, Just Works**: [Install](#-installation) and start searching in seconds. No servers, no config, no fuss.
- **Simple, Just Works**: [Install](#-installation) and start searching in seconds. Pure local, no servers, no config, no fuss.
- **Dense + Sparse Vectors**: Work with both dense and sparse embeddings, with native support for multi-vector queries in a single call.
- **Hybrid Search**: Combine semantic similarity with structured filters for precise results.
- **Durable Storage**: Write-ahead logging (WAL) guarantees persistence — data is never lost, even on process crash or power failure.

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## 💫 核心特性
- **极致性能**:毫秒级响应,轻松检索数十亿级向量。
- **开箱即用**[安装](#-安装)后即刻开始搜索,无需服务器、无需配置、零门槛。
- **开箱即用**[安装](#-安装)后即刻开始搜索,纯本地运行,无需服务器、无需配置、零门槛。
- **稠密 + 稀疏向量**:支持稠密向量和稀疏向量,提供多向量联合查询的原生支持。
- **混合检索**:向量语义搜索 + 标量条件过滤,获得精确结果。
- **持久化存储**WAL 预写日志保障数据持久性 — 即使进程崩溃或意外断电,数据也不会丢失。