From 7b6d8f7269925da6cb58dca78d5e27843ca104d0 Mon Sep 17 00:00:00 2001
From: team2 <team2@mitho-media.de>
Date: Sun, 1 Mar 2026 20:27:43 +0100
Subject: [PATCH] optimize debug retrieval

---
 .../Retrieval/NdjsonHybridRetriever.php       | 25 +++++++++++--------
 .../ModelGenerationConfigAdminService.php     |  2 +-
 .../model_config/test_retrieval.html.twig     |  5 ++--
 3 files changed, 18 insertions(+), 14 deletions(-)

diff --git a/src/Knowledge/Retrieval/NdjsonHybridRetriever.php b/src/Knowledge/Retrieval/NdjsonHybridRetriever.php
index c0cd6bb..2f0bf6c 100644
--- a/src/Knowledge/Retrieval/NdjsonHybridRetriever.php
+++ b/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 = [];
 
diff --git a/src/Service/Admin/ModelGenerationConfigAdminService.php b/src/Service/Admin/ModelGenerationConfigAdminService.php
index 802b9f2..7b446f3 100644
--- a/src/Service/Admin/ModelGenerationConfigAdminService.php
+++ b/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
diff --git a/templates/admin/model_config/test_retrieval.html.twig b/templates/admin/model_config/test_retrieval.html.twig
index dd88bd0..1d2b210 100644
--- a/templates/admin/model_config/test_retrieval.html.twig
+++ b/templates/admin/model_config/test_retrieval.html.twig
@@ -89,10 +89,11 @@
                                             href="{{ path('admin_document_show', { id: chunk.document_id }) }}">
                                 {{ chunk.document_id }}
                                 </a></span> |
-                                <span><strong>raw_score:</strong> {{ chunk.raw_score|number_format(6, '.', '') }}</span>
-                                |
                                 <span><strong>rrf_score:</strong> {{ chunk.rrf_score|number_format(6, '.', '') }}</span>
                                 |
+                                <span><strong>raw_score:</strong> {{ chunk.raw_score|number_format(6, '.', '') }}</span>
+                                |
+
                                 <span><strong>threshold:</strong> {{ chunk.threshold }}</span> |
                                 <span><strong>intent:</strong> {{ chunk.intent }}</span> |
                                 <span>