optimize code

src/Knowledge/Retrieval/NdjsonHybridRetriever.php

@@ -293,6 +293,7 @@ final class NdjsonHybridRetriever implements RetrieverInterface
         $topK = $vectorTopKBase;
 
         switch ($salesIntent) {
+            case SalesIntentLite::OBJECTION:
             case SalesIntentLite::PRICING:
                 $threshold += 0.02;
                 break;
@@ -301,10 +302,6 @@ final class NdjsonHybridRetriever implements RetrieverInterface
                 $topK = (int)round($vectorTopKBase * 1.4);
                 break;
 
-            case SalesIntentLite::OBJECTION:
-                $threshold -= 0.02;
-                break;
-
             case SalesIntentLite::IMPLEMENTATION:
                 $topK = (int)round($vectorTopKBase * 1.3);
                 break;
@@ -315,7 +312,7 @@ final class NdjsonHybridRetriever implements RetrieverInterface
 
             case SalesIntentLite::DISCOVERY:
             default:
-                $threshold -= 0.03;
+                $threshold += 0;
                 break;
         }
 

src/Tag/TagVectorSearchClient.php

@@ -12,7 +12,7 @@ final readonly class TagVectorSearchClient
     /**
      * Minimum similarity score required for a tag to be considered.
      */
-    private const MIN_SCORE = 0.4;
+    private const MIN_SCORE = 0.72;
 
     /**
      * Hard limit to prevent excessive requests.

templates/admin/base.html.twig

@@ -97,7 +97,7 @@
 
                     <a class="nav-link text-light {% if route starts with 'admin_ingest_profile' %}active fw-bold{% endif %}"
                        href="{{ path('admin_ingest_profile_list') }}">
-                        <i class="bi bi-diagram-3-fill"></i> Indexierungsprofile (Ingest Profiles)
+                        <i class="bi bi-diagram-3-fill"></i> Indexierungsprofile (Ingest)
                     </a>
 
                     <hr class="border-secondary">
@@ -108,7 +108,7 @@
 
                     <a class="nav-link text-light {% if route starts with 'admin_model_config' %}active fw-bold{% endif %}"
                        href="{{ path('admin_model_config_list') }}">
-                        <i class="bi bi-motherboard-fill"></i> Modell-Generierung (Matrix Parameter)
+                        <i class="bi bi-motherboard-fill"></i> LLM-Setup (Parameter)
                     </a>
                     <hr class="border-secondary">
                     <div class="text-info text-uppercase small mb-2">

templates/admin/ingest_profile/list.html.twig

@@ -80,6 +80,7 @@
     {# Profile Tabelle               #}
     {# ============================= #}
 
+    <h2 class="text-light mb-3">Profile</h2>
     <div class="card bg-black border-secondary mb-5">
         <div class="card-body p-0">
 
@@ -182,10 +183,11 @@
     {# Struktur-Diff                 #}
     {# ============================= #}
 
+    <h2 class="text-light mb-3">Index-Struktur Vergleich</h2>
     <div class="card bg-black border-secondary">
         <div class="card-body text-light">
 
-            <h5 class="text-info mb-3">Index-Struktur Vergleich</h5>
+
 
             {% if indexMeta %}
                 <div class="mb-3 small text-light">

templates/admin/model_config/list.html.twig

@@ -64,7 +64,7 @@
 
         </div>
     </div>
-
+    <h2 class="text-light mb-3">LLM Setup-Profile</h2>
     <div class="card bg-black border-secondary">
         <div class="card-body p-0">