- Remove GPU/regex engine options; keep only azure_mini (1 credit) and azure_full (2 credits)
- Variable credit cost: engine-aware pre-check and charge in api/redact.php; PricingCatalog base = 1
- Fix ATTORNEY not preserved when keepOfficials=true: add to LLM prompt, generic-tag, pseudonym regexes
- Replace Azure credits hint with per-engine credit cost text (all 4 languages)
- Single-file upload only (was: up to 5); simplify status messages
- Clear previous redaction output and show pulsing spinner when a new run starts
- Add "Save to My Docs" button in redact output panel (corpus-save.js path)
- corpus-save.js: capture source_doc_ids from button dataset, pass in POST payload
- api/save-to-corpus.php: accept source_doc_ids, store first as source_url=corpus-doc:{id}
- doc-picker.js: show "✂ Redacted" badge for documents saved from the redact tool
- CSS: .redact-working spinner, doc-item__badge--redact pill styles
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add doc_picker_btn/audio_picker_btn to i18n.php (en/no/uk/pl), add
docPickerBtn to REDACT_I18N + TIMELINE_I18N and audioPickerBtn to
TRANSCRIBE_I18N in tools.js. PHP-render picker labels in legal-analysis,
translate, summarize, tool_form, and layout_footer using dbnToolsT().
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The tool now respects the chosen UI language end-to-end — even if the
source document is Norwegian, a user on EN/UK/PL gets the analysis in
their language. Norwegian statute references (barnevernsloven § 4-25,
EMK Art. 8) and case names (Strand Lobben mot Norge 37283/13) are kept
verbatim because they are proper nouns.
LLM (LegalAnalysisAgent.php):
- extractIssues: prompt asks for question + brief_context in user's
language; statute refs preserved
- answerIssue: Norwegian core system prompt (keeps fine-tune precision)
+ language-coercion line for non-NO; localised context/source labels
- synthesise: overall_assessment, next_steps, disclaimer in user's
language; explicit per-language disclaimer text
- runFullAnalysis empty-case fallback also localised
- what_to_check translated per language
UI:
- 40 new la_* translation keys in i18n.php × 4 languages (NO/EN/UK/PL)
- legal-analysis.php: 4-way lang switcher, dbnToolsT() for every label,
emits window.DBN_LA_I18N for runtime JS strings
- legal-analysis.js: t() helper reads from window.DBN_LA_I18N
- layout_footer.php: emits window.DBN_CURRENT_LANG +
window.DBN_ADDON_I18N so the legal-analysis add-on button works in
the page's language no matter which tool it's invoked from
- tools.js add-on: reads from DBN_ADDON_I18N, passes DBN_CURRENT_LANG
to /api/legal-analysis.php so server responds in same language
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Same defensive guard as legal-analysis + summarize, now applied to the
upload-zone and audio-zone handlers in tools.js. Affects redact,
timeline, and transcribe (which all share these zones via tools.js's
setupUpload / setupAudioUpload). Stops native label-for clicks and the
input's own click from bubbling into the zone handler that would
otherwise programmatically re-open the picker.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
The "browse" label's native for=input trigger AND the upload-zone click
handler both called uploadInput.click(), so the picker opened twice when
the user clicked the browse text. Stop propagation on the label and the
input itself, plus tighten the zone handler to recognise any label-for
descendant.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Restores the dbn-legal-agent-v3 fine-tune on ocelot (was silently aliased
to plain qwen2.5:14b in LiteLLM since the viper retirement) and ships a
new tool that uses it via a two-pass flow:
Pass 1 (Azure 4o-mini) → extract up to 5 distinct legal issues
Pass 2 (ocelot v3 only) → answer each issue, ≤350 tokens, with corpus
Pass 3 (Azure 4o-mini) → synthesise overall assessment + next steps
The 12GB-VRAM constraint motivates the split: dbn-legal-agent-v3 stays
hot in VRAM through the 5 sequential per-issue calls because issue
extraction and synthesis run on Azure, not on ocelot.
New surface:
- includes/LegalAnalysisAgent.php
- api/legal-analysis.php (NDJSON streaming endpoint)
- legal-analysis.php (dedicated tool page)
- assets/js/legal-analysis.js (streamed UI with per-issue cards)
- Save-result + case-result.php rendering for legal-analysis output
- Nav registration in all four UI languages
Add-on integration: a "⚖️🇳🇴 Run deep legal analysis on this text"
button now appears on Summarize, Ask, and Redact result pages and
streams the same pipeline inline below the existing result.
Existing tools relabelled: the misleading "🇳🇴 Norwegian specialist v3 ⭐"
option on advocate/deep-research/discrepancy/barnevernet is now honestly
"DBN Legal Agent" — now that the real fine-tune is actually deployed,
the label finally matches reality. The advocate.php v2 option was
removed since the v2 GGUF is retired.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
All tool results can now be saved to My Case manually. Users click
'Save result', type a description, and confirm. This replaces the
previous silent auto-save on barnevernet/timeline/etc., giving users
control over what stays and what it's called (supports multiple runs
of the same tool with different titles).
- CaseResults: extend ELIGIBLE_TOOLS to include summarize, ask, redact,
transcribe; add toolLabel/toolIcon entries; support explicit title
via meta['title'] in save()
- api/case/save-result.php: new client-initiated save endpoint;
accepts tool + title + input_payload + output_payload + meta
- Remove CaseResults::save() auto-save from barnevernet, deep-research,
discrepancy, korrespond, timeline API endpoints
- tools.js: add showSaveResultButton() (exposed as window.dbnShowSaveResultButton);
wire for ask, redact, timeline, transcribe (both file-upload and
stored-audio paths)
- barnevernet.js: wire save button after final result render
- summarize.js: wire save button after renderFinal(); passes sumResults
container so widget appears in the correct #sumResults div
- case-result.php: rich tool-specific rendering for summarize, ask,
redact, transcribe, timeline; update re-run link map to include all
new tools
- tools.css: styles for .save-result-widget and its states (idle,
prompt, done, error)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- summarize.php: full custom inline form (replaces tool_form.php wrapper) with
lang switcher, azure_mini/azure_full/gpu engine selector, 8 corpus-slice
toggles (all off by default), doc picker, file upload zone, and textarea
- api/summarize.php: rewritten to streaming NDJSON (matches barnevernet pattern);
accepts JSON payload with text, language, engine, slices[], doc_ids[]
- includes/LegalTools.php: adds corpusContextForSummarize() (keyword search via
ClientRagPipeline) and summarizeWithContext() (engine-aware LLM call with
optional corpus prepend); returns structured JSON matching existing summarize format
- assets/js/summarize.js: self-contained IIFE handling file upload via
api/extract.php, slice toggles, NDJSON stream reader, result rendering,
and trace panel update
- includes/i18n.php: adds 'summarize' to nav in all 4 languages (EN/NO/UK/PL),
inserted after 'redact' in the tool order with icon 'SZ'
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
isPaidUser() was checking DBN_FREE_TIER_BALANCE === undefined, which
is only true for CaveauAI sessions. SSO users (even plus/pro) always
have DBN_FREE_TIER_BALANCE set, so the picker was showing the upgrade
modal for everyone in the SSO flow. Now reads DBN_USER_TIER explicitly.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Add "Select from My Docs" button to all text tool forms; free-tier
users see an upgrade modal, paid (CaveauAI) users get a searchable
multi-select modal backed by /api/dashboard/documents.php
- Add "Select from My Audio" picker on Transcribe with single-select
and a "Save to My Audio" button for persisting uploaded clips
- New PHP helpers in bootstrap.php: dbnToolsFetchDocChunks,
dbnToolsClientIdFromSession, dbnToolsInjectDocContent
- timeline, ask, redact APIs prepend selected document content
(fetched from client_chunks SQL) before the textarea text
- api/dashboard/audio-upload.php stores audio files on server and
creates a client_documents row with source_type='audio'
- api/transcribe.php falls back to stored audio via audio_doc_id POST
field when no file is uploaded
- api/dashboard/documents.php supports ?source_type= filter
- tools.js: doc_ids added to JSON payload; stored-audio transcribe path
- New assets/css/doc-picker.css, assets/js/doc-picker.js
- SQL migration: scripts/sql/audio_docs_column.sql
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Full private corpus dashboard for tools.dobetternorge.no users — each SSO
account gets an auto-provisioned CaveauAI tenant (clients row, corpus) on
first visit. Includes upload (file/paste/URL), RAG chat with SSE streaming
and citation chips, document CRUD, FalkorDB graph relations tab, and
improved save-from-tool flow with tag/preview support.
- dashboard/{index,documents,document,upload,chat,settings}.php
- api/dashboard/{corpus-init,documents,upload,ingest-status,chat-stream,
save-from-tool,graph}.php
- includes/{CorpusProvision,layout_dashboard,layout_dashboard_footer}.php
- assets/css/dashboard.css assets/js/corpus-save.js (routing upgrade)
- includes/{bootstrap,layout}.php extended for dashboard provisioning
Migration 141 (clients.dbn_sso_uid + import_method enum) applied on chloe.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
- POST /api/save-to-corpus.php — saves tool output text to user's default CaveauAI corpus via ClientRagPipeline
- api/case/upload.php — dual-writes uploaded PDFs to CaveauAI client_documents (best-effort)
- assets/js/corpus-save.js — shared <dialog> handler for .js-save-corpus buttons on all tool pages
- includes/layout_footer.php — injects corpus-save.js + shared save dialog markup
- korrespond/deep-research/barnevernet/discrepancy JS — save-to-corpus buttons on output sections
- api/search.php + LegalTools::search() — corpus_scope param ('shared'|'private'|'both'), merges personal CaveauAI corpus with shared legal library when 'both'
- includes/tool_form.php + assets/js/tools.js — corpus scope radio toggle shown on search tab
- api/user-docs.php — add POST upload method for non-SSO authenticated users
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>
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>
- 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>
- 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>
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>
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>
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>
- Replace combined echr_hague slice with echr (Art.8+9, HUDOC, NIM) and hague (INCADAT,
cross-border abduction) as separate toggles; echr defaults ON, hague defaults OFF
- Add norwegian_courts slice: Domstol (src 5,26) + Rettspraksis.no (src 33, 482 docs)
- Add bufdir_guidance slice: Barneombudet (19), Bufdir (20), Statsforvalteren (31)
- Add dbn_resources slice: DBN website pages (flashcards, resource directory), defaults OFF
- Replace isWebsiteChunk() with slice-aware shouldExcludeChunk(): always strips EU AI Act
chunks (EUR-Lex source 7 leaks through when Qdrant runs unconstrained) and DBN website
pages unless dbn_resources slice is explicitly ON
- Update SLICE_DEFS in advocate.js and deep-research.js to match all 8 slices
- Backward compat: echr_hague key in incoming requests fans out to echr+hague
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
New /advocate.php tab: user selects who they represent (biological
father, mother, foster carer, CWS, etc.) and the agent takes their
side entirely. Adversarial sub-questions target supporting Lovdata
statutes + ECHR precedents; synthesis returns client_strengths[] and
opposing_weaknesses[] alongside the advocate brief.
- DeepResearchAgent: add advocateRole param to run(), interpretSeed(),
expandQueries(), synthesise(). Neutral path unchanged (empty string).
- api/deep-research.php: extract + validate advocate_role from payload;
telemetry logs tool='advocate' vs 'deep_research'.
- advocate.php: new page with role dropdown (presets + custom), same
corpus slices/engine/controls/upload zone as deep research.
- assets/js/advocate.js: page-scoped JS; renders advocate banner,
client strengths card (teal), advocate brief, opposing weaknesses
card (amber), sub-Q cards, sources, uncertainty, next step.
- assets/css/tools.css: append .adv-* rules (~120 lines).
- includes/layout.php: add Advocate nav tab between Deep research and
Summarize.
- index.php: add Advocate cap-card tile.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Three user-flagged issues after the first real run with a 920KB sakkyndig PDF:
1. dobetternorge.no marketing-website chunks leaked into the retrieval pool.
ClientRagPipeline::searchAll defaults include_beta_website=true; we now
pass false for both website flags, AND defensively drop any returned
chunk whose source_name contains "website" or title contains
"dobetternorge.no" before it can pollute synthesis.
2. Brief returned was "just a paragraph". Bumped synthesis max_tokens
2200→3200, raised timeout 120→180s, and rewrote the prompt to require
400-900 words with min 4 paragraphs when source_count>=3, covering EACH
sub-question in its own paragraph. Now also passes authority + jurisdiction
into the sources block so the model can pinpoint statutes correctly.
3. No way to see what each "sub-question agent" researched or click through
to the source articles. Restructured the results panel so per-sub-question
report cards now render ABOVE the synthesised brief. Each report shows the
question, the rationale, and the top 3 retrieved sources for that sub-Q
with title→deep link + 1-line excerpt. Brief follows. Consolidated
numbered sources list at the bottom, with titles as deep links too.
Deep-link construction: source_url is hydrated via dbnV6QueryDocumentMeta
in a single batched call after retrieval. For Lovdata sources with a
section_title containing §<n>, the link is path-anchored to that section
(/§43). For other hosts (HUDOC, Regjeringen, Bufdir, etc.) we link to the
document root URL.
Telemetry: trace_metadata now carries retrieval_counts {raw_corpus,
filtered_website, post_filter_corpus, raw_upload, after_dedupe, after_topk}
so future regressions are diagnosable from the metadata.jsonl log alone.
The completion status pill surfaces the corpus/website/upload split.
Previously the endpoint returned a single JSON object at the end. Apache+
PHP-FPM buffers the entire body until PHP exits, so a 160s azure_full run
caused the browser to drop the fetch as "Failed to fetch" while the server
was still synthesising — the response then arrived to a dead socket.
Switch to application/x-ndjson with one event per line. The endpoint emits
'progress', 'start', 'step' (running/complete/warning/error), 'subq', and a
final 'final' event carrying the full result payload. Output buffering is
explicitly disabled so each line flushes through Apache as soon as the
agent emits it.
DbnDeepResearchAgent::run() now accepts an optional ?callable $emit and
fires step:running before each step + step:complete after, plus a subq
event per sub-question retrieval round.
JS reads response.body as a stream, splits on newlines, updates the
trace panel live, and renders the final result when the final event
arrives. Status pill shows live progress detail (e.g. "Synthesising with
Azure gpt-4o — this is the slowest step…").
Engine row in the form now shows expected duration per engine
(~15-45s mini, ~60-180s full, ~30-90s GPU) so users know what they're in
for before clicking Run.
New surface at /deep-research.php where the user pastes a question or
uploads PDF/DOCX/TXT case files and a LLM-orchestrated agent researches
the Do Better Norge legal corpus from 3-5 angles, with hybrid retrieval,
cross-encoder rerank, and synthesis that emits an inline-[n]-cited
markdown brief plus a numbered sources panel.
Uploaded documents are chunked + embedded in memory only (nomic-embed-text
via LiteLLM) and searched alongside the shared corpus during the same
request — never persisted to disk, DB, or Qdrant.
Reuses ClientRagPipeline::searchAll (hybrid + rerank), dbnV6 slice
helpers, and the existing extract.php text-extraction logic via a new
dbnToolsExtractUploadedFile() helper. Also adds dbnToolsCallGpuLlm()
helper in bootstrap.php — fixes a latent bug where LegalTools.php
was already calling that name with no definition.
Search.php is unchanged.
Adds Nordic-pack regex patterns for:
- DD.MM.YYYY / DD/MM/YYYY / YYYY-MM-DD
- Year ranges (2011/2012, 2018-2019)
- Month + year (Norwegian + English, with optional day)
- Year preceded by temporal preposition (i 2015, fra 2019, rundt 2018)
Also renames the entity toggle from "Dates of birth" to "Dates" (broader
scope) in all four languages, and expands the LLM prompt so soft date
references in free text are caught even when regex misses them.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
New api/feedback.php stores rating + correction text to tool_feedback
table in bnl_admin. renderFeedbackWidget() appended to all tool results
(timeline, redact, transcribe, ask, summarize, search). Thumbs reveal
a textarea for missed/wrong items on click; submit POSTs asynchronously.
Engine from last run is stored alongside the rating.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Add 4-language switcher (EN/NO/UK/PL), engine choice (Azure mini/full,
GPU/cuttlefish), and expandable Advanced panel (Focus, Confidence filter,
Date types) to timeline.php. Wire new params through api/timeline.php and
LegalTools::timeline() with engine routing, focus-aware prompt injection,
and confidence/date-type post-filters. Add TIMELINE_I18N to tools.js with
improved renderTimeline() confidence colour-coding and new CSS classes.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Wrap Mode/Region/Entities/Officials/Output/Exempt/Aliases in a
<details> toggle so the form opens clean with only engine + input visible
- After redaction: Copy, Download .txt, Download .docx buttons appear
below the redacted output (all four languages translated)
- New api/redact-download.php: returns plain text or a minimal valid
DOCX built from scratch with ZipArchive (no external dependencies)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Custom inline form (EN/NO/UK/PL lang switcher) replacing generic stub
- Engine selector: Azure gpt-4o-mini (default), gpt-4o, GPU cuttlefish, regex-only
- Entity type toggles: names, organisations, places, dates of birth
- Output formats: contextual role tags, generic [PERSON], Norwegian pseudonyms
- Keep officials mode: judges/experts kept as [JUDGE: Andersen] format
- Exempt names list: specific names excluded from redaction
- Hint paragraphs explaining each option in all four languages
- Backend: engine routing, callGpuLlm(), applyGenericTags(), applyPseudonymization()
- AzureOpenAiGateway: withDeployment() clone pattern for per-call model override
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- api/transcribe.php falls back to DBN_AZURE_SPEECH_KEY/REGION env vars so BYOK not required
- JS hides Azure key input when DBN_AZURE_SPEECH_CONFIGURED is true
- Remove Translate to English task option from Advanced settings
- Add explanatory hint text for Beam size and VAD filter in all 4 languages
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
daveadmin