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Add Legal Analysis tool — two-pass DBN-legal pipeline

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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>
This commit is contained in:
davegilligan
2026-05-24 04:21:01 +02:00
parent 2013648ee0
commit 7e6463ed22
14 changed files with 1361 additions and 25 deletions
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advocate.php
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@@ -55,8 +55,7 @@ require_once __DIR__ . '/includes/layout.php';
<label><input type="radio" name="advEngine" value="azure_mini" checked> Azure gpt-4o-mini &#9733; <small class="control-hint">(~15-45s)</small></label>
<label><input type="radio" name="advEngine" value="azure_full"> Azure gpt-4o <small class="control-hint">(best · ~60-180s)</small></label>
<label><input type="radio" name="advEngine" value="gpu"> GPU (cuttlefish) <small class="control-hint">(local · ~30-90s)</small></label>
<label><input type="radio" name="advEngine" value="dbn_legal"> &#x1F1F3;&#x1F1F4; Norwegian specialist v2 <small class="control-hint">(dbn-legal-agent-v2 · ~40-90s)</small></label>
<label><input type="radio" name="advEngine" value="dbn_legal_v3"> &#x1F1F3;&#x1F1F4; Norwegian specialist v3 &#9733; <small class="control-hint">(dbn-legal-agent-v3 · ~20-60s)</small></label>
<label><input type="radio" name="advEngine" value="dbn_legal_v3"> &#x1F1F3;&#x1F1F4;&#9876;&#65039; DBN Legal Agent &#9733; <small class="control-hint">(dbn-legal-agent-v3 fine-tune · ~20-60s)</small></label>
</div>
<p class="upload-hint">Azure mini finishes fastest. Azure full produces the most thorough advocate brief. Norwegian specialist v3 is a Qwen2.5 fine-tune trained on barnevernsloven, ECHR, and forvaltningsloven — highest precision for § 4-25, Strand Lobben, and procedural red flags.</p>