zvec Releases

This release focuses on UI improvements, new Windows service management tools, and security patches for frontend libraries.

Mar 23, 2026

A feature-rich update focused on developer experience, platform expansion, and performance. It adds support for newer Python versions, Android builds, Jina Embeddings v5, and introduces comprehensive CI/CD improvements including macOS support and automated dependency updates.

Mar 18, 2026

This release makes ONNX Runtime an optional dependency, requiring users to explicitly install it via pip to utilize ONNX runtime features. This change allows for a smaller base installation footprint by removing the mandatory dependency requirement.

Feb 24, 2026

This release enhances data connectivity and state management by adding OAuthBearer authentication for Kafka connectors, introducing a snapshot mode for MongoDB writes, and enabling automatic worker scaling based on pipeline load. It also improves PostgreSQL TLS configuration and enhances connection retry logic for specific connectors.

Feb 16, 2026

A major update focused on optimization, platform expansion, and developer experience improvements. Includes AI extension framework support, auto-scalable segment metadata in MMap storage, and Linux ARM64 build support.

Feb 13, 2026

Contains breaking changes requiring index rebuilds due to HNSW parameter refactoring. Includes core C++ SDK support, various bug fixes, and performance improvements.

Jan 27, 2026

A major release featuring an Apache 2.0 license, merged PostgreSQL support, SvelteKit adapter, and the ability to run bknd entirely in the browser using SQLocal.

Jan 9, 2026

Initial release of zvec featuring CPU flag detection and dispatch, CMake auto CPU architecture detection, and first PyPI release.

Dec 31, 2025

Enables temporal filtering for memory retrieval and fixes JavaScript SDK type errors regarding VectorStore integration.

Dec 12, 2025

Fixes MCP server path resolution issues and refactors VectorStore to remove deprecated operations, improving compatibility and performance.

Dec 6, 2025

Introduces standalone Python and JavaScript SDKs with full feature parity to the backend, including local SQLite support and multi-sector memory capabilities.

Nov 23, 2025

Fixes a critical email receiving bug from the previous version and introduces dark theme support, IP allowlist filtering, and a dynamic property editor.

Nov 11, 2025

This release reworks the VAD training paradigm and improves overall stability and quality on edge cases, including unusual voices, child voices, and muted speech.

Nov 6, 2025

Focuses on PyTorch 2.9 compatibility and fixes various bugs in tuning utilities, speech timestamp extraction, and dependency resolution.

Nov 5, 2025

Addresses critical bugs including email forwarding rule failures and SSL/TLS connection mode issues to ensure stable email processing.

Nov 1, 2025

Introduces advanced permissions modeled after Postgres RLS, finalizes Deno support, and adds mode helpers to simplify setup for different runtime modes.

Oct 31, 2025

Adds comprehensive UI improvements including search functionality, zoom controls, attachment display, and full support for SMTP authentication and TLS/STARTTLS.

Oct 28, 2025

Maintenance release fixing pagination issues and updating documentation for Cloudflare Image Optimization.

Oct 13, 2025

Maintenance release adding Windows ARM64 support and enhancing Docker and port configurations.

Oct 10, 2025

Introduces three execution modes (UI-only, code-only, hybrid) and admin customization options, along with media handling improvements.

Oct 1, 2025