# LocalAI v4.6.1 — Release & Upgrade Intelligence
- **Product:** LocalAI (https://localai.io)
- **Version:** v4.6.1
- **Released:** Jul 06, 2026
- **Impact Score:** 5/10
- **Breaking Changes:** Not verified
- **Canonical Analysis:** https://changelogs.us/localai/updates/v4.6.1/

## Executive Summary (TL;DR)
LocalAI v4.6.1. Source highlight: fix(auth): log the real cause of OIDC/OAuth user-info failures

## New Features
- feat(api): add GET /v1/models/capabilities endpoint
- feat(agents): native Prometheus metrics for agent chat runs

## Bug Fixes
- fix(auth): log the real cause of OIDC/OAuth user-info failures
- fix(ui): center the home empty-state wizard
- fix(reasoning): don't persist request-scoped reasoning_effort as an operator disable (#10622)
- fix(startup): scope generated-content and upload dirs to the current user
- fix(config): cap auto-derived context to fit VRAM
- fix(llama-cpp): cap single-pass embedding batch to fit VRAM