minor: update readme for v0.4.0 (#389)

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ZeFeng Yin 2026-05-09 11:40:30 +08:00 committed by GitHub
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**Zvec** is an open-source, in-process vector database — lightweight, lightning-fast, and designed to embed directly into applications. Battle-tested within Alibaba Group, it delivers production-grade, low-latency and scalable similarity search with minimal setup.
> [!Important]
> 🚀 **v0.3.1 (Apr 17, 2026)**
> 🚀 **v0.4.0 (May 9, 2026)**
>
> - Relaxed collection path restrictions and improved Windows path handling.
> - **Dart/Flutter SDK**: Published the official [zvec](https://github.com/zvec-ai/zvec-dart) Flutter package with FFI bindings. Supports Android (arm64-v8a) and iOS (arm64) — no manual native compilation required.
> - **iOS Build Support**: Added support for building on iOS platforms, expanding cross-platform coverage.
> - **Enlarged topK Limit**: Relaxed the upper bound on topK to support larger-scale recall scenarios.
> - **Bug Fixes**: SQ8 quantizer recall drop; Windows path handling; sparse vector index ordering.
>
> 🚀 **v0.3.0 (April 3, 2026)**
>
> - **New Platforms**: Initial **Windows (MSVC)** and **Android** support. Published official Windows **Python** and **Node.js** packages.
> - **Efficiency**: **RabitQ** quantization and **CPU Auto-Dispatch** for optimized SIMD execution.
> - **Ecosystem**: **C-API** for custom language bindings and **[MCP](https://github.com/zvec-ai/zvec-mcp-server) / [Skill](https://github.com/zvec-ai/zvec-agent-skills)** integration for AI Agents.
>
> 👉 [Read the Release Notes](https://github.com/alibaba/zvec/releases/tag/v0.3.0) | [View Roadmap 📍](https://github.com/alibaba/zvec/issues/309)
> 👉 [Read the Release Notes](https://github.com/alibaba/zvec/releases/tag/v0.4.0) | [View Roadmap 📍](https://github.com/alibaba/zvec/issues/309)
## 💫 Features

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**Zvec** 是一款开源的嵌入式(进程内)向量数据库 — 轻量、极速,可直接嵌入应用程序。以极简的配置提供生产级、低延迟、可扩展的向量检索能力。
> [!IMPORTANT]
> 🚀 **v0.3.1 2026 年 4 月 17 日)**
> 🚀 **v0.4.02026 年 5 月 9 日)**
>
> - 放宽 Collection 路径限制;改进 Windows 上的路径处理。
> - **Dart/Flutter SDK**:发布官方 [zvec](https://github.com/zvec-ai/zvec-dart) Flutter 包,提供 Dart/Flutter FFI 绑定,支持 Androidarm64-v8a和 iOSarm64无需手动编译原生库。
> - **iOS 构建支持**:新增 iOS 平台构建支持,进一步扩展跨平台覆盖范围。
> - **扩大 topK 上限**:放宽 topK 结果数量上限,支持更大规模的召回场景。
> - **修复**SQ8 量化器召回率下降问题Windows 路径处理修复;稀疏向量索引顺序修复。
>
> 🚀 **v0.3.0 2026 年 4 月 3 日)**
>
> - **新平台支持**:支持 **Windows (MSVC)****Android**。发布了官方 Windows **Python****Node.js** 安装包。
> - **性能优化**:集成 **RabitQ** 量化以及 **CPU 指令集自适应检测**,优化 SIMD 执行。
> - **生态集成**:提供 **C-API** 用于多种编程语言绑定,以及 **[MCP](https://github.com/zvec-ai/zvec-mcp-server) / [Skill](https://github.com/zvec-ai/zvec-agent-skills)** 集成。
>
> 👉 [查看更新日志](https://github.com/alibaba/zvec/releases/tag/v0.3.0) | [查看路线图 📍](https://github.com/alibaba/zvec/issues/309)
> 👉 [查看更新日志](https://github.com/alibaba/zvec/releases/tag/v0.4.0) | [查看路线图 📍](https://github.com/alibaba/zvec/issues/309)
## 💫 核心特性