VAR Releases

Prebuilt, self-contained FunASR llama.cpp binaries for Fun-ASR-Nano, SenseVoiceSmall, and Paraformer models with built-in FSMN-VAD. This release introduces SRT subtitle output and updates the bundled llama.cpp runtime to improve Vulkan support and diagnostics for AMD GPUs.

Aug 11, 2026

This release introduces several new features for the Katana web crawler, including a Context field for lifecycle control, secrets and endpoints extractors for the knowledgebase, and callbacks for the headless engine. It also includes bug fixes for label boundaries, concurrent map access, and cap redirects.

Aug 5, 2026

This update fixes the `paraformer-en` alias routing to the official English checkpoint and adds LoRA fine-tuning support for Qwen3 within Fun-ASR-Nano. It also enhances ONNX Runtime binaries with stable JSONL output and introduces a reproducible SenseVoice TensorRT/Triton deployment path.

Aug 4, 2026

This release focuses on improving user experience by rejecting common argument misspellings, restoring missing language features like English spelling normalization, and fixing WebSocket session termination. It also provides self-contained llama.cpp runtimes for multiple operating systems.

Jul 31, 2026

This release includes various site improvements, fixes for server origins and speaker labels, and updates to the deployment product hub. It also introduces new runtime downloads and benchmarks for the RTX 4090.

Jul 27, 2026

This is an update to the Model Context Protocol (MCP) server that focuses on improving documentation for agents, updating the container runtime, and publishing multi-platform images.

Jul 26, 2026

A maintenance release that enhances text indexing, GPU compatibility, and fixes numerous stability issues across WAL recovery, scalar expressions, and search functionality.

Jun 26, 2026

This release focuses on significant UI improvements, a complete authentication overhaul, and a revamped citation system for the chat interface.

Jun 26, 2026

A security patch release addressing critical vulnerabilities in OIDC sign-in and Microsoft 365 token handling to prevent privilege escalation.

Jun 22, 2026

This release focuses on performance improvements for document ingestion, backend enhancements for model connections, and refinements to the podcast feature set, including reverse proxy support and audio streaming fixes.

Jun 18, 2026

MNN 3.6.0 introduces multi-modal LLM support (Gemma4, Qwen3.5), GPU backend optimizations (Vulkan, OpenCL, Metal, CUDA), and low-bit quantization support (2/3-bit) across CPU and GPU.

Jun 16, 2026

This release introduces a unified credits system and performs a major rework of the podcast generation pipeline into a lifecycle-driven module with multi-language support and zero sync capabilities.

Jun 11, 2026

A comprehensive update introducing external chat gateways, upgrading the default AI model, and improving Docker and UI stability.

Jun 10, 2026

A patch release addressing bugs in the Gravatar module and integrating it into the search functionality.

Jun 6, 2026

A maintenance release enhancing vector database capabilities with nullable vectors and element-level search, alongside significant stability improvements.

Jun 5, 2026

This release focuses on automation features, observability improvements, and various UI/UX enhancements for the SurfSense desktop and web application.

Jun 1, 2026

This client release introduces support for nullable vector columns and partial updates for array fields in the Milvus vector database SDK.

May 26, 2026

This is a major version update for GoSearch involving a significant codebase restructuring and an expansion of GitHub OSINT capabilities.

May 24, 2026

Fixes a bug where the AI Summary would appear and then swap to a different summary during queries.

May 22, 2026

This release introduces Array field partial update operators, improves load/search isolation, and resolves several stability and query routing issues.

May 22, 2026