RAGcore's /v1/answers (generation + citation validation) is currently returning
a consistent 503 VALIDATION_RETRIES_EXHAUSTED live -- a RAGcore-side bug in its
own generation/validation step, out of scope to fix here (CLAUDE.md forbids
modifying the RAGcore repo). Its retrieval pipeline (/v1/search) is a materially
different, simpler stage with no generation step, and returns real, correctly
cited results right now.
RAGcoreKnowledgeProvider.ask() tries /v1/answers first (unchanged behavior once
RAGcore's generation is fixed), and only when that endpoint itself is
unavailable -- non-2xx or unreachable, never a real 200 classifying the
question as insufficiently answerable -- falls back to /v1/search and builds
the shown "answer" as an extractive citation-wrapped excerpt, mirroring
DemoKnowledgeProvider's own existing template exactly. Never invents an answer
to the question; only ever shows a real, cited excerpt RAGcore's own search
actually found.
Also fixed two real config bugs found while wiring this up live: RAGCORE_BASE_URL
pointed at a non-existent internal hostname (ragcore-api:8000 -- the real
container is reachable at the host's own address on port 1237), and the
previous test credential had been invalidated with nothing to replace it. Minted
a fresh, correctly-scoped service-account credential via RAGcore's own admin
control plane (the documented, legitimate way to obtain one).
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
The previous adapter targeted an endpoint shape RAGcore never actually
exposed. health() now checks /health/ready and ask() posts to the real
POST /v1/answers with Bearer auth and requested_space_ids, matching
RAGcore's actual contract after this session's Bearer-auth and
search/answer wiring work.
Adds RAGCORE_SPACE_ID config/env plumbing (a question is meaningless
without a knowledge space to scope it to) and 12 new adapter tests
covering degradation paths: missing space id, connection errors,
non-200 responses, malformed responses, not-answerable, and
answerable-without-citations all fail closed to "insufficient
evidence" rather than fabricating an answer.
KNOWLEDGE_PROVIDER stays "demo" in production for now -- switching
requires RAGcore's own search/answer application to actually be
deployed and live-verified, tracked separately in PROJECT_STATE.md.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
- Fix the demo knowledge provider's tokenizer: a plain [a-z0-9]+ regex silently
dropped accented characters, splitting French words like "véhicule" into "v" +
"hicule" and mangling retrieval for nearly every French query. Now matches the
Latin-1 accented range too.
- Reweight section scoring so the body match (the actual substance of a section)
outranks a heading/title match (a shallow structural hint) rather than the reverse
-- confirmed via the brief's exact validation question that the old weighting
misranked the damage procedure behind a topically-adjacent document in all three
languages (nl-BE: a checkout section; en-GB/fr-BE: the return procedure), purely
because a generic word like "vehicle"/"voertuig" happened to sit in a heading/title.
- Remove leftover "MobilityOps" and "PoC" mentions from 5 English and 4 NL/FR
procedure documents -- knowledge-base prose is visible UI content and was missed by
the earlier rebrand.
- Add regression tests: the brief's exact NL/EN/FR damage question must ground on the
damage procedure as the *primary* source (not just appear in the top 3), and no
procedure file may contain "MobilityOps" or "PoC".
151 backend tests, Ruff, mypy green.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
Rebrands the product from MobilityOps to Fleet Ops across the UI, backend defaults and
knowledge base, and makes nl-BE/en-GB/fr-BE full first-class languages: i18next with
eager-bundled per-namespace resources, a persisted accessible language switcher (topbar
and mobile drawer), locale-aware date/number formatting, and a coverage test that fails
the build on any missing or empty translation key.
Backend dynamic content (demo scenarios, blocked-reason text, integration status) moves
from fixed English/Dutch prose to stable message codes + params so the frontend can
localize it; the demo knowledge base gains a fully translated NL/EN/FR procedure corpus
(11 documents each) with per-language retrieval and localized evidence-state messages.
The Demo Guide becomes breakpoint-adaptive: a docked rail on extra-wide desktop, a
floating panel that auto-collapses to a persistent, closable progress chip on standard
desktop/tablet, and a collapsed/half/full bottom sheet on mobile -- with scroll+focus+
highlight on "go to this step", Escape handling, and reduced-motion support.
The Data Quality Workbench gets accessible choice-card decisions with a clear primary/
secondary/tertiary action hierarchy; the Automation ledger groups repeated successes and
uses meaningful short refs; the Audit trail groups events by correlation id with human
action labels and readable before/after diffs. Attention Queue, Today's movements,
Vehicles, Bookings and Data Quality rows are fully clickable (stretched-link pattern)
with independent secondary links, keyboard support and mobile touch targets.
Fixes a topbar overflow on mobile caused by the new language switcher (moved into the
mobile drawer at <=960px) and two dangling aria-labelledby references introduced this
session. Updates all affected Playwright specs for the new nl-BE default and the new
Audit/DemoGuide DOM structure, and adds new i18n-coverage, demo-guide-adaptive and
clickable-rows specs. 131 backend tests, Ruff and mypy, and 71 Playwright tests pass.
Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
KnowledgeProvider protocol with a deterministic TF-IDF-weighted extractive demo provider (never generative, always cites real excerpts) and a RAGcore HTTP adapter that degrades cleanly to unavailable. Knowledge nav + chat-style Q&A UI with source cards and honest grounded/insufficient/unavailable states. 57 backend tests passing, ruff clean. Fixed a real relevance bug (generic terms like "vehicle" crowding out distinctive matches) via IDF weighting, found by testing the actual S6 scenario. Verified end-to-end in the browser: grounded damage question cites both expected procedures; unrelated question honestly returns insufficient evidence with no fabrication.
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