GPU and DBN Legal Agent v3 are unsuitable for advocate synthesis (4-6K token
structured JSON output at 20-30 tok/s = 3-5 min on RTX 3060, plus both fall
through to Sonnet when Bedrock is enabled anyway). Reduce to two honest options:
Haiku (~2-4 min) and Sonnet (~3-5 min), with accurate description of why
time is dominated by multi-pass question answering, not synthesis.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- expandQueries(): truncate seedDescription to 2000 chars (full uploads were
48K+ tokens, exceeding the 35s timeout with Sonnet); switch to Haiku gateway
when Bedrock is active (fast + adequate for sub-Q generation); timeout → 60s
- interpretSeed(): same Haiku + 60s fix for English non-advocate path
- synthesise(): add explicit azure_mini + Bedrock → Haiku branch so the fast
engine actually uses Haiku (~20-40s) instead of falling through to Sonnet (~180s)
- advocate.php: relabel azure_mini as "Claude Haiku 4.5 (fast)" with accurate
timing; relabel claude_sonnet as "(thorough)" to reflect the distinction
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- DeepResearchAgent: engine guard now accepts dbn_legal_v3, claude_sonnet, claude_haiku
(previously stripped these to azure_mini, breaking dbn_legal_v3 selection and
preventing Claude engines from reaching the correct synthesis branch)
- DbnBedrockGateway: remove response_format=json_object from chat payload — LiteLLM
converts this to a tool-use constraint for Bedrock, routing output into tool_calls
instead of content (root cause of the {} empty brief)
- advocate.php: add Claude Sonnet 4.6 (AWS Bedrock) engine option
- account, billing, dashboard, nav, min-sak: pending UI/flow changes from prior sessions
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>
- 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>
- 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>
- 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>
- 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>
daveadmin