rea-agents-6.3.0 v0.4.0
firecrawl/pdf-inspectorOct 9, 2026 → Oct 10, 20260 days between releases
What's New
Adds parallel layout support, multilingual routing defaults, and tournament prediction to Laya-MLX v0.4.0
Breaking Changes
- Router() now sends language-undecided inputs to the multilingual checkpoint instead of English
New Features
- Adds predict_tournament to narrow large choice sets
- Adds min_confidence gates for Agent and Router
- Supports option_layout='parallel' for checkpoints and inference
- Allows registering and unregistering custom checkpoints
- Uses FP32 intermediate computation for CPU parallel-option attention
Improvements
- Keeps resident-model requests available during cold checkpoint construction
- Deduplicates builds and synchronizes targeted unloads per checkpoint
Bug Fixes
- Fixes language detection for acronyms and mixed scripts
Upgrade Notes
Set Router(default='english') to retain previous behavior. Existing checkpoints remain sequential; do not enable parallel layout by editing an old checkpoint's configuration.
The Two Releases
rea-agents: v6.3.0
Oct 9, 2026· 12 days ago
This release introduces significant breaking changes to capture handling, browser schema, process filesystem digests, and JavaScript semantic graph facts, while adding OMP registration and Electron integrity tracking.
Full release noteslaya-mlx v0.4.0
Oct 10, 2026· 12 days ago
Ports upstream Laya v0.4.1 runtime features, introducing new checkpoint management options, parallel layout support, and multilingual routing adjustments.
Full release notes