optimize debug retrieval

src/Knowledge/Retrieval/NdjsonHybridRetriever.php

@@ -16,7 +16,7 @@ use App\Vector\VectorSearchClient;
 
 final class NdjsonHybridRetriever implements RetrieverInterface
 {
-    private const VECTOR_SCORE_THRESHOLD = 0.72;
+    private const VECTOR_SCORE_THRESHOLD = 0.82;
 
     // Guardrails
     private const HARD_MAX_CHUNKS = 90;
@@ -45,7 +45,8 @@ final class NdjsonHybridRetriever implements RetrieverInterface
         private readonly CatalogIntentLite               $catalogIntent,
         private readonly IntentRouteResolver             $routeResolver,
         private readonly EntityCatalogService            $entityCatalogService
-    ) {
+    )
+    {
     }
 
     // =========================================================
@@ -123,9 +124,9 @@ final class NdjsonHybridRetriever implements RetrieverInterface
      *   text:string
      * }>
      */
-    public function retrieveDebug(string $prompt): array
+    public function retrieveDebug(string $prompt, ?ModelGenerationConfig $config = null): array
     {
-        $config = $this->configRepository->findActiveForModel();
+        $config = $config ?? $this->configRepository->findActiveForModel();
 
         if ($config === null) {
             throw new \RuntimeException('No active ModelGenerationConfig found.');
@@ -193,11 +194,12 @@ final class NdjsonHybridRetriever implements RetrieverInterface
      * }
      */
     private function runCore(
-        string $prompt,
+        string                $prompt,
         ModelGenerationConfig $config,
-        bool $withScores,
-        string $salesIntent
-    ): array {
+        bool                  $withScores,
+        string                $salesIntent
+    ): array
+    {
         $limit = max(1, min($config->getRetrievalMaxChunks(), self::HARD_MAX_CHUNKS));
         $vectorTopKBase = max(1, min($config->getRetrievalVectorTopK(), self::HARD_MAX_VECTORK));
 
@@ -338,9 +340,10 @@ final class NdjsonHybridRetriever implements RetrieverInterface
         array $globalHits,
         array $scopedHits,
         float $threshold,
-        bool $boostScoped,
-        bool $captureRaw
-    ): array {
+        bool  $boostScoped,
+        bool  $captureRaw
+    ): array
+    {
         $rrfScores = [];
         $rawScores = [];
 

src/Service/Admin/ModelGenerationConfigAdminService.php

@@ -74,7 +74,7 @@ final class ModelGenerationConfigAdminService
             return [];
         }
 
-        return $this->retriever->retrieveDebug($prompt);
+        return $this->retriever->retrieveDebug($prompt,$config);
     }
 
     private function requireString(mixed $value, string $field): string