v2.127.0 v0.10.0
high risk
Kedreamix/Linly-TalkerSep 14, 2026 → Sep 14, 20260 days between releases
What's New
Major version bump introduces new tokenizer and knowledge base features, distinct from previous OCR and input format support.
Breaking Changes
- Replaced tiktoken with quicktok tokenizer
- Knowledge base export/import feature is new and may alter data handling
New Features
- Quicktok tokenizer (o200k_base)
- Knowledge base export/import
- Business Executive bank template
- Cross-encoder Reranking
Improvements
- Batch document chunk embeddings for performance
- Accumulate document body instead of rebuilding
- Score pg_textsearch results per row
Bug Fixes
- Repair retain_memory imports
- Don't let one stray file abort Claude import
- Scope Knowledge view page and mental model ids
Upgrade Notes
Upgrading requires verifying compatibility with the new quicktok tokenizer if the previous code depended on tiktoken. The new knowledge base export/import functionality requires configuration updates.
The Two Releases
v2.127.0
Sep 14, 2026· 1 month ago
Adds MHTML and RTF input support, JATS figure embedding, and standardizes OCR languages across all engines.
Full release notesv0.10.0
v0.10.0
Sep 14, 2026· 1 month ago
Major version bump focusing on performance improvements with a new tokenizer, knowledge base export/import, and mental model metering.
Full release notes