v0.3.0 #313

JalinWang · 2026-04-03T07:52:01Z

JalinWang
Apr 3, 2026
Maintainer

Windows: Added native support for Windows( tested with MSVC 2022/Visual Studio 17.0+ ).
Mobile: Enabled Android cross-compilation; verified integration in mobile application environments.
Package Distribution: Official Python and Node.js packages for Windows are now available.
CI/CD: Continuous Integration now covers macOS, Linux, and Windows (native), alongside Android (cross-compile).

Quantization: Introduced the RabitQ algorithm, providing reduced memory usage and high recall without the need for re-ranking.
Compute Optimization: Improved batch calculation performance for IP (Inner Product) and L2 metrics on x86 platforms.
Hardware Abstraction: Refined the CPU detection and dispatch logic to ensure optimal SIMD execution across different instruction sets.

API Stability: Formalized the C-API to provide a stable foundation for third-party language bindings and SDK development.
AI Integration: Added support for Model Context Protocol (MCP) and Skill integration for AI Agent workflows.
Reliability: Strengthened crash-recovery protocols and resolved several stability-related issues identified in production-like testing.

Fixed metric batch handling in fix: fix metric batch #245
Fixed build issues when used as a submodule by using PROJECT_ROOT_DIR in build: use PROJECT_ROOT_DIR to fix build as submodule #250
Added recovery from crashes during optimization in fix: recovery from crash during optimization #246
Fixed build issues on the latest macOS in fix: build on latest mac os #272
Fixed hnsw_streamer_test unit tests in fix: hnsw_streamer_test ut #299
Fixed Python type annotations in fix: fix python type annotations #307

Thanks to all first-time contributors in this release:

Full Changelog: v0.2.1...v0.3.0

This discussion was created from the release v0.3.0.