v3.0.11 v0.12.0

Name: SenseVoice
Author: QwenAudio

medium risk

QwenAudio/SenseVoiceSep 23, 2026 → Sep 24, 20261 day between releases

What's New

Shifts focus from retrieval pipelines to MCP integration and CLI management

New Features

MCP tool integration via new ask_freellmapi tool
CLI-based provider key management commands
Declarative first-run setup via config file
Jump to rank feature in manual mode
Rename custom chain in place

Improvements

Routing improvements including output length fitting
Security enhancements like brute-force throttling
Late in-band error handling
Direct signup links on onboarding
Reverse proxy security checks

Bug Fixes

Output length handling to prevent overflow
Late in-band error handling

Upgrade Notes

The architecture has shifted significantly from knowledge retrieval to MCP integration. Ensure MCP clients are configured for the new ask_freellmapi tool. Review the new CLI commands for key management.

The Two Releases

v3.0.11

Sep 23, 2026· 29 days ago

Adds knowledge retrieval pipelines, new rerankers (MMR and Recency), page source relocation, typed tool results, Y-API provider, and cancellation stage support.

Full release notes

v0.12.0

Sep 24, 2026· 28 days ago

Introduces MCP tool integration for ChatGPT, CLI-based provider key management, and declarative first-run setup, alongside various routing and security fixes.

Full release notes