project-nomad/admin
Chris Sherwood 43645e4bbc fix(AI): rewrite RAG query on first follow-up (off-by-one in skip-rewrite threshold)
The short-conversation skip in `rewriteQueryWithContext` used `userMessages.length <= 2`,
which short-circuits both the very first turn AND the first follow-up. The follow-up is
the moment the rewriter matters most — it's where pronouns and shorthand ("the bars",
"how long does it last?") need to be resolved against earlier turns before the embedding
search runs. With the rewriter skipped, RAG queries against the raw last message, scores
nothing above the 0.3 threshold, and no context gets injected for that turn.

The visible symptom is the assistant treating the first follow-up in any chat as a
brand-new question — e.g. "great - they threw up 2 of the bars it looks like" answered
as if it were a recipe-bars question, with no carry-forward of the prior chocolate-
poisoning context.

Threshold lowered to `< 2`: skip only when there's exactly one user message (nothing to
rewrite from). From the first follow-up onward the rewriter runs, as originally intended
before commit 96e5027.

Validated against `mistral-nemo:12b` on NOMAD3 by hot-patching the compiled controller
and replaying the dog-chocolate scenario. Post-patch response correctly threads "3
Hershey's bars" from turn 1 into turn 2's answer; pre-patch (per reporter's screenshot)
pivoted to peanut butter bar recipes.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-20 10:16:00 -07:00
..
app fix(AI): rewrite RAG query on first follow-up (off-by-one in skip-rewrite threshold) 2026-05-20 10:16:00 -07:00
bin feat: curated content system overhaul 2026-02-11 15:44:46 -08:00
commands feat(Maps): regional map downloads via go-pmtiles extract (#780) 2026-05-20 10:16:00 -07:00
config fix: cache docker list requests, aiAssistantName fetching, and ensure inertia used properly 2026-04-03 14:26:50 -07:00
constants feat(Maps): regional map downloads via go-pmtiles extract (#780) 2026-05-20 10:16:00 -07:00
database feat(Content): custom ZIM library sources with pre-seeded mirrors (#593) 2026-05-20 10:16:00 -07:00
docs docs: update release notes 2026-05-20 10:16:00 -07:00
inertia fix(Maps): render notes in marker popup when populated 2026-05-20 10:16:00 -07:00
providers fix(System): self-heal stale updateAvailable flag after sidecar-driven update (#825) 2026-05-20 10:16:00 -07:00
public feat: switch all PNG images to WEBP (#575) 2026-04-03 14:26:50 -07:00
resources feat(Maps): regional map downloads via go-pmtiles extract (#780) 2026-05-20 10:16:00 -07:00
start feat(Content): custom ZIM library sources with pre-seeded mirrors (#593) 2026-05-20 10:16:00 -07:00
tests fix(UI): improve global map banner display logic (#702) 2026-05-20 10:16:00 -07:00
types fix(AI): vendor-aware AMD HSA override + benchmark discrete-GPU detection 2026-05-20 10:16:00 -07:00
util feat: display model download progress 2026-02-06 16:22:23 -08:00
views feat: initial commit 2025-06-29 15:51:08 -07:00
.editorconfig feat: initial commit 2025-06-29 15:51:08 -07:00
.env.example feat: Add Windows Docker Desktop support for local development 2026-01-19 10:29:24 -08:00
ace.js feat: initial commit 2025-06-29 15:51:08 -07:00
adonisrc.ts fix(System): self-heal stale updateAvailable flag after sidecar-driven update (#825) 2026-05-20 10:16:00 -07:00
eslint.config.js feat: openwebui+ollama and zim management 2025-07-09 09:08:21 -07:00
package-lock.json build(deps): bump picomatch in /admin 2026-05-20 10:16:00 -07:00
package.json chore(deps): pin all deps to exact versions 2026-05-20 10:16:00 -07:00
tailwind.config.ts feat: initial commit 2025-06-29 15:51:08 -07:00
tsconfig.json feat: initial commit 2025-06-29 15:51:08 -07:00
vite.config.ts fix(Maps): ensure proper parsing of hostnames (#640) 2026-04-03 14:26:50 -07:00