All pricing page content now flows through dbnToolsT() with 65 new
keys added to i18n.php for all four languages (no/en/uk/pl). A
language switcher pill bar is added at the top of the page.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
cuttlefish lost; Gemma3 QLoRA approach abandoned. dbn-legal-agent-v2 in
LiteLLM now aliases to qwen2.5:14b on Colin. dbnToolsRunLegalCheck() adds
explicit system prompt since there is no longer a Modelfile-embedded one.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Replace dbn-legal-agent with dbn-legal-agent-v2 in bootstrap.php
(dbnToolsRunLegalCheck), DeepResearchAgent.php (interpretSeed,
expandQueries, synthesis fallback, deploy label), BvjAnalyzerAgent.php
(check_model label) — 8 locations total
- Add dbn-legal-agent-v2 legal threshold check to KorrespondAgent:
called after selfCheck() in both generate() and refine(); result
surfaced as legal_check[] in the API response
- Render legal_check card in korrespond.js using existing bvj-red-flag
styles; shows only when non-empty
- Add .korr-legal-check CSS block in tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Per-page translation arrays in translations/*.php (EN/NO/UK/PL) for
korrespond-about, korrespond-guide, korrespond-tech, timeline-about,
timeline-guide, and timeline-tech. Generated via Azure gpt-4o-mini;
Norwegian legal/institution terms preserved as-is in all languages.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds an optional textarea below the main text input where users can provide
clarifications to guide the LLM — e.g. year anchors, actor aliases, or focus
instructions. Notes are injected into the prompt as a clearly delimited block
and translated across all four UI languages (en/no/uk/pl).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Drafts still come back in Norwegian + working language (that is intentional),
but every piece of *chrome* now respects the user's UI lang consistently:
- Pass 1 classify LLM now writes missing-fact questions in the user's language
(not always Norwegian), fixing the case where an English-UI user got "Hva er
saksnummeret?" in the clarify panel.
- All PHP-emitted progress/status messages go through DbnKorrespondAgent::L()
with en/no/pl/uk variants instead of hardcoded Norwegian.
- JS introduces an I18N dictionary + t() helper covering status messages,
button labels, column headers, flag labels, refine panel title/hint,
jurisdiction radio labels, clarify panel title/hint/buttons, the empty-state
"Ready" block, and Copy/Copied/Download .txt.
- Static clarify and empty-state chrome use [data-i18n] attributes resolved at
init and re-applied on every lang-switcher click.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
After the first draft is rendered, a "Refine with citations" panel offers a
3rd-pass rewrite scoped to the user's choice of Norwegian law, ECHR (EMK +
HUDOC case law), or both. Refine pulls fresh corpus chunks limited to the
chosen jurisdiction's slices, rewrites inline cites in formal style ("jf.
forvaltningsloven § 17", "jf. Strand Lobben m.fl. mot Norge, EMD-37283/13,
§§ 207–214"), and appends a Rettskilder block listing every authority.
Hard-RAG grounding carries through — refine cannot cite anything that
wasn't retrieved. Costs 1 additional credit; the original draft stays in
place and the refined version appears below it.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
Two-pass wizard for drafting to NAV, Barnevernet, schools, Bufdir, kommune,
Statsforvalter, Trygderetten. Pass 1 (gpt-4o-mini) classifies the situation
and emits clarify questions if facts are missing; user answers inline and
resubmits without losing context. Pass 2 retrieves law passages via hard-RAG
(ClientRagPipeline with body-specific slice presets), drafts in Norwegian
bokmål with gpt-4o using [CITE:N] tokens, self-checks that every citation
maps to a real corpus passage, then translates to the working language.
Result is side-by-side Norwegian + EN/PL/UK with copy/download per side
and an expandable Cited Law panel.
Credit deducts only when Pass 2 actually runs, not on a clarify cycle.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- api/user-docs.php: GET/DELETE shared dbn_user_docs table (SSO users only)
connects to dobetternorge DB via DBN_DB_* env vars
- workbench.php: My Documents panel (section 05) for SSO/free-tier users;
shows docs uploaded from either AI chat or tools, links to AI Chat for upload
- workbench.js: fetch + render doc list, delete with Qdrant cleanup
- tools.css: workbench-docs panel + item styles
- i18n.php: my_docs_* strings in all 4 languages
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Probe testing revealed the fine-tune loops when asked to check a brief
directly (tool-planning architecture conflict) but answers focused legal
Q&A reliably in ~55s. New step 6b asks one targeted question per document
type (akuttvedtak → § 4-25 klar nødvendighet, adopsjon → Strand Lobben,
undersøkelse → fvl § 17/§ 41) and merges the finding into
procedural_red_flags with check_model provenance. Silent on timeout/error.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- citations.php + assets/js/citations.js: new tool page for browsing the
FalkorDB citation graph by title/ID, with autocomplete, action pills
(cites/cited_by/implements/chain), hop-by-hop navigation, and exploration trail
- advocate.js: tag graph-expanded source cards with 'via citation graph' badge
- DeepResearchAgent: propagate _graph_expanded flag through normalizeCorpusChunk
and top_sources serialization so it reaches the frontend
- tools.css: add .dr-source-tag--graph variant (green pill)
- i18n.php: register 'citations' tool in all 4 languages with CIT icon
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
8-step NDJSON-streaming pipeline that compares two Barnevernet documents:
classifies each doc, extracts parties and timelines, cross-references both
for contradictions/deletions/additions, retrieves corpus legal context, and
synthesises a full discrepancy report with tabbed UI.
New files: DiscrepancyAgent.php, api/discrepancy.php, discrepancy.php,
discrepancy.js. Modified: FreeTier.php (cost=4), i18n.php (all 4 langs),
tool-svgs.php (DC icon), tools.css (dc-* component styles).
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Additive-only change: new workbench.php authenticated page with guided
intake flow, evidence map, tool sequence, output checklist, and
sessionStorage-only note persistence. Dashboard and public index get
a new Case Workbench card. No existing tools, APIs, or prompts modified.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Search: category filter pills scope results to a legal domain
- Search: full chunk text returned; click to expand inline beyond 600-char excerpt
- Drill panel: total count label ("Showing X of Y"), sort dropdown, title filter (300ms debounce)
- URL hash: preserves query/mode/lang/category/drill state for bookmarking
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Live search/filter bar: filters events by keyword across event, actor, source_excerpt, date
- Actor filter chips: click to filter by actor, multi-select, teal active state
- Year/month group headers when sorted chronologically (── 2023 ──, Mar 2024 ──)
- Per-event copy button (hover-revealed 📋): copies "date · actor · event" to clipboard
- "Hide/show sources" toggle: collapses all source excerpts without re-rendering
- Count badge: "23 events · 3 actors · 2022–2025" above the list
- applyTimelineFilters() unifies sort + actor + text filters in one re-render pass
- CSV export now includes end_date column
- Reset all filter state on each new run
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- CSS: colour-coded [TAG] spans by entity type (person=pink, org=blue,
place=green, date=amber, id=purple)
- Inventory panel: collapsible list showing tag → original text mappings
with occurrence counts, sourced from new redaction_map API response key
- Before/after toggle: Redacted / Original view-switch buttons wired to
lastOriginalText captured at submission time
- One-click gpt-4o upgrade button when mini or GPU engine was used
- Backend: redaction_map built from applied LLM entities (tag → originals
+ occurrence count via substr_count on final text)
- renderResults now calls setupRedactViewToggle() after DOM is written
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Vocab textarea now shows live 0/500 char counter (turns amber at 450+)
- Animated progress bar during transcription; determinate for multi-clip, indeterminate for single
- Results card shows inline stats row (duration, language, speakers) and AI cleanup badge
- Copy button + Download TXT moved above transcript box; SRT/VTT remain below
- Speaker role legend repeats inside Segments panel for easy cross-reference
- Batch errors no longer halt the queue; remaining clips continue, failed files named in status bar
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Replaces the one-liner workbench-attribution div with the shared footer
include so all seven tool pages (transcribe, timeline, redact, barnevernet,
advocate, deep-research, corpus) show the same compact 2-column footer as
the landing and dashboard pages.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Adds optional post-transcription cleanup via GPT-4o/GPT-4o-mini to fix
mishearing errors, punctuation, and domain terms. Speaker role labelling
now accepts a deployment param. Adds i18n strings for advanced options
panel (task, VAD filter, Whisper model, AI cleanup) in all four languages.
Updates BvjAnalyzerAgent and DeepResearchAgent.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add 4-step year inference rule for DD.MM. entries (scan backward/forward for anchor year)
- Add Norwegian month-name formats (18. september, den 18. september 2025, etc.) with month lookup table
- Add $relativeInstruction to tell LLM upfront when relative dates are excluded (not just PHP-filtered post-hoc)
- Define confidence calibration criteria explicitly (high/medium/low)
- Improve source_excerpt guidance: most diagnostic phrase, not just any verbatim phrase
- Add actor normalization for Norwegian institutions (Barnevernstjenesten, Fylkesnemnda, Statsforvalteren, etc.)
- Add deduplication rule for events appearing across multiple documents
- Add end_date field for date_type=period events
- Improve what_we_found schema hint to require count/range/actors/gaps
- Increase max_tokens to 8000 for azure_full (gpt-4o) to avoid truncation on large documents
- Tighten system prompt with Norwegian CPS legal chain context
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Drops Roboto + IBM Plex Mono from Google Fonts, replaces with IBM Plex
Sans (matching dobetternorge.no). Nav badge loses bordered pill, becomes
plain uppercase label with slash separator. Footer cut from 3-column
text-wall (~300 words) to compact 2-column layout (~50 words) — logo +
tagline + privacy note on left, 5 links in 2 columns on right.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Removes the logged-in vs logged-out page bifurcation. index.php now
always renders the public landing (tools overview, hero, trust section)
with auth-conditional nav/hero CTAs and a two-column member/register
gate shown only to unauthenticated visitors. Authenticated workbench
extracted to new dashboard.php. Adds 8 new i18n keys across all 4
languages and new CSS for auth-nav, hero CTA, two-column gate, and
register buttons.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Each landing card now links to preview.php?tool=SLUG — a dedicated
public page with an expanded pitch, 4 capability bullets, and a
realistic Norwegian-language sample input+output for all 7 tools.
- preview.php — new public page (no auth required), switch-driven content
- includes/tool-svgs.php — extracted $toolSvgs into shared include
- index.php — require tool-svgs.php, card href → preview.php?tool=SLUG
- assets/css/tools.css — lt-preview-* component styles appended
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
External URL was unreachable from tools subdomain (CSP or cross-origin block),
causing a grey placeholder rectangle. Logo now served from assets/images/ and
brightness/invert filter removed — logo is white-on-transparent, displays
correctly on dark nav and footer without filtering.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add sticky navy nav with logo-header.webp, Legal Tools badge, lang switcher, red CTA
- Replace showcase-hero with full-bleed dark hero (Crimson Pro, IBM Plex Mono, stat pills)
- Redesign tool cards: 3-col grid, 178px illustrated SVG art per card (7 unique illustrations)
- Add lt-trust 3-col strip and lt-access navy gate panel
- Rebuild footer with 3-col navy layout matching main site
- Add Crimson Pro / Roboto / IBM Plex Mono Google Fonts via <link> + @import
- CSS: new lt-* variables, all new landing component styles appended to tools.css
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Copies GcpSpeechClient into the tools repo so it's deployed with the code;
removes the broken dbnToolsAiPortalRoot() path that resolved to a nonexistent
/home/dobetternorge/ai-portal directory. Also restarted the CPU Whisper
service which had a stuck CLOSE_WAIT socket causing silent fetch failures.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Removes user-facing engine/model/key/beam controls. The server now picks
the best available engine automatically:
1. Microsoft Azure Speech — short clips (≤1MB, no diarization, audio/*)
2. Google Cloud Speech v2 — long audio, diarization, all languages
3. OpenAI Whisper GPU — local fallback
Results display which provider was used (e.g. "Transcribed with Google
Cloud Speech") via transcript-engine-badge and traceMeta.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Prompt now instructs the model to extract time of day (HH:MM) when
present in Norwegian formats: kl. 14:30, kl 09.00, 14:30, 14.30.
renderTimeline shows time as a muted inline annotation next to the date.
CSV export gains a Time column after Date.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Public landing page at / for unauthenticated users (EN/NO/UK/PL)
- Authenticated / shows Case Workbench dashboard with manifesto strip,
stats, and launched-tool grid (Transcribe, Timeline, BVJ, Advocate,
Deep Research, Corpus)
- Added includes/i18n.php with full 4-language translation layer
- Extended layout.php to Case Workbench shell with tool rail, lang switcher
- AI output language normalization extended to en/no/uk/pl in PHP agents
- SSO token validation in bootstrap.php / index.php (dobetternorge.no bridge)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
dbn-legal-agent is not suitable for structured RAG synthesis:
- Fine-tune contamination appends feedback loops after JSON output
- 7-min latency vs 45s for gpt-4o-mini
- 8B base gives weaker instruction-following on complex JSON contracts
- No improvement in citation accuracy (RAG provides the legal content)
dbn-legal-agent kept for open-ended freeform Norwegian legal Q&A
where citation structure isn't required. BVJ synthesis now uses
azure_mini|azure_full|gpu only.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Party extraction: wider excerpt (12k chars), cleaner prompt, fallback for
root-level array responses, log raw response on unexpected structure.
dbn-legal-agent synthesis: replace blocking curl (200s timeout) with an
SSE streaming approach (CURLOPT_WRITEFUNCTION). PHP now emits keepalive
progress events every 15 s during generation, preventing browser network
errors on slow ~6 t/s cuttlefish inference. Timeout extended to 660 s.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
7-step agent pipeline: document classification, party extraction, timeline
extraction, corpus RAG (child_welfare/echr/family_core/bufdir_guidance),
and synthesis using the user's chosen engine (including dbn-legal-agent).
Progressive NDJSON streaming renders doc_meta, parties, and timeline cards
before the final advocacy brief and procedural red flags arrive.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Source modal now shows LLM-generated document summary (lazy-gen + cached
in documents.summary) instead of raw chunk text; toggle reveals matched
chunk; "View all chunks" button fetches every chunk of the document via
new api/document-chunks.php endpoint
- Each sub-question card gets a "Branch ↓" button that pre-fills the query
with that sub-question and shows a context panel with the prior brief
summary; prior_context + branch_notes are injected into interpretSeed()
and synthesise() so the LLM knows where the research is coming from
- Upload document summaries generated at synthesis time and attached to
upload sources alongside corpus summaries
- DB: documents.summary TEXT column added to bnl_corpus on chloe
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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