Add Deep Research tool — agent + rank/rerank RAG

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.
This commit is contained in:
2026-05-15 10:30:47 +02:00
parent 55e11cb649
commit 4cbe0a4ac4
10 changed files with 2119 additions and 125 deletions
+3
View File
@@ -18,5 +18,8 @@
</section><!-- /workspace -->
</main><!-- /appShell -->
<script src="assets/js/tools.js" defer></script>
<?php if (!empty($extraScripts) && is_array($extraScripts)): foreach ($extraScripts as $extraScript): ?>
<script src="<?= htmlspecialchars((string)$extraScript) ?>" defer></script>
<?php endforeach; endif; ?>
</body>
</html>