1 Commits
Author SHA1 Message Date
nguyenha935andnguyenha935 2c7903e7ea fix(agent): make the extractive memory fallback work on non-English sessions (#1484)
The extractive fallback runs when an LLM memory flush fails, so it is the last
thing standing between a session and losing its accumulated decisions. Its cue
patterns were English-only ("decided to", "prefer", "the API is"), which makes it
effectively inert for a session conducted in another language: it still returns a
non-empty result, so nothing looks broken, but the result is noise.

Measured on 195k characters of real Vietnamese session text: 9 decision matches
(all of them stray English fragments), 0 preferences, 0 technical facts — about
97% of what it "saved" was incidental file paths. After adding Vietnamese cues the
same corpus yields 21 decisions and 6 preferences on the largest session.

Adds parallel Vietnamese patterns for the same three categories and merges them
into the existing results with deduplication, so English extraction is unchanged
and mixed-language sessions get both. Tests cover Vietnamese-only,
English-only, and mixed histories, plus a guard that ordinary Vietnamese
narration is not misread as a decision or a preference.

Co-authored-by: nguyenha935 <nguyenha935@users.noreply.github.com>
2026-07-29 03:30:42 +07:00