a7a21faa82
- KnowledgeBaseController: ingest, list, firmOrgs, search, delete - VectorService (Qdrant + buildAuthzFilter), EmbedService (Voyage), RagService (pipeline) - AIService::askWithRag con fallback graceful - docker-compose: servizio qdrant + env Voyage (chiave da .env/vault, no hardcoded) - SQL 012 consulting_firms, 013 firm_assignments + kb_uploaded_documents - public/kb.html + kb.js (upload, lista, search preview) Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
65 lines
2.0 KiB
PHP
65 lines
2.0 KiB
PHP
<?php
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/**
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* NIS2 Agile - RagService
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*
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* Combina EmbedService + VectorService per cercare nella KB multi-livello
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* filtrando per il contesto utente (Migration 012-014).
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*/
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require_once __DIR__ . '/VectorService.php';
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require_once __DIR__ . '/EmbedService.php';
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class RagService
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{
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private VectorService $vector;
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private EmbedService $embed;
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public function __construct()
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{
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$this->vector = new VectorService();
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$this->embed = new EmbedService();
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}
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/**
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* Cerca i top-k chunks visibili all'utente.
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*
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* @param array $userContext ['user_id', 'organization_id', 'consulting_firm_id']
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* @return array Lista chunks con title, content, score, scope
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*/
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public function searchForUser(string $question, array $userContext, int $topK = 5, float $minScore = 0.28): array
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{
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$vector = $this->embed->embed($question);
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$filter = VectorService::buildAuthzFilter($userContext);
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$hits = $this->vector->search($vector, $filter, $topK, $minScore);
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$out = [];
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foreach ($hits as $h) {
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$p = $h['payload'] ?? [];
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$out[] = [
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'id' => $h['id'] ?? null,
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'score' => round($h['score'] ?? 0, 4),
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'title' => $p['title'] ?? '',
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'content' => $p['chunk'] ?? '',
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'scope' => $p['scope'] ?? null,
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'source' => $p['source'] ?? null,
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'lang' => $p['lang'] ?? 'it',
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];
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}
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return $out;
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}
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/**
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* Compatta i risultati in un blocco di testo da iniettare nel system prompt Claude.
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*/
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public function formatContext(array $hits): string
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{
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if (empty($hits)) return '';
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$blocks = [];
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foreach ($hits as $i => $h) {
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$idx = $i + 1;
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$blocks[] = "[$idx] {$h['title']} (scope={$h['scope']}, score={$h['score']})\n{$h['content']}";
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}
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return implode("\n\n---\n\n", $blocks);
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}
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}
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