optimize retrieve logic

public/assets/styles/base.css

@@ -19,19 +19,19 @@ body {
     font-size: 0.85rem;
 }
 
-h1 {
+h1,.h1 {
-    font-size: 1.49rem;
+    font-size: 1.75rem;
 }
 
-h2 {
+h2,.h2 {
-    font-size: 1.31rem;
+    font-size: 1.35rem;
 }
 
-h3 {
+h3,.h3 {
-    font-size: 1.13rem;
+    font-size: 1.35rem;
 }
 
-h4, h5, h6 {
+h4, h5, h6,.h4,.h5,.h6 {
     font-size: 0.95rem;
 }
 
@@ -415,3 +415,51 @@ span.think {
     max-width: 50px;
     max-height: 50px;
 }
+
+/*####################################*/
+.example-1,
+.example-2 {
+    position: relative;
+    overflow: hidden;
+    display: flex;
+    align-items: center;
+    justify-content: center;
+}
+
+.example-1 .inner,
+.example-2 .inner {
+    position: relative;
+    z-index: 1;
+    width: 100%;
+}
+.example-2 .inner {
+    margin: 2px;
+}
+.example-2::before {
+    content: "";
+    display: block;
+    background: linear-gradient(
+            90deg,
+            rgba(255, 255, 255, 0) 0%,
+            rgba(102, 102, 102, 0.75) 50%,
+            rgba(255, 255, 255, 0) 100%
+    );
+    height: 300px;
+    width: 100px;
+    transform: translate(0);
+    position: absolute;
+    animation: rotate 5s linear forwards infinite;
+    z-index: 0;
+    top: 50%;
+    transform-origin: top center;
+}
+
+@keyframes rotate {
+    from {
+        transform: rotate(0);
+    }
+
+    to {
+        transform: rotate(360deg);
+    }
+}

public/index.html

@@ -18,7 +18,12 @@
 
 <div class="container">
     <div class="header">
-        <h1>RetrieX KI-Agent</h1>
+        <div>
+            <div class="d-flex">
+                <img src="/assets/img/logo.png" style="max-width: 100px;">
+            </div>
+            <div class="text-info fw-bold">KI-Agent</div>
+        </div>
         <div class="small">powered by mitho®</div>
         <div class="spacer"></div>
         <button id="clear" class="btn btn-trans">Diesen Chat löschen</button>

src/Agent/AgentRunner.php

@@ -70,7 +70,7 @@ final readonly class AgentRunner
                 - Maximal 6 Keywords, besser weniger.
                 - Entferne Füllwörter, Höflichkeitsformen und irrelevante Wörter.
                 - Erhalte Produktnamen, Marken, Modellnummern und zusammengesetzte Begriffe exakt, wenn sie relevant sind.
-                - Zahlen, die zu einem Produktnamen oder Modell gehören, müssen erhalten bleiben.
+                - Zahlen, die zu einem Produktnamen oder Modell gehören (zb Indikator 300 oder Testomat 808), müssen erhalten bleiben.
                 - Trenne die Begriffe nur durch Leerzeichen.
                 
                 Ausgabeformat:
@@ -114,7 +114,7 @@ final readonly class AgentRunner
             $knowledgeChunks = $this->retriever->retrieve($prompt);
 
             // ---------------------------------------------------------
-            // 4) Optional commerce/shop search
+            // 4) commerce/shop search
             // ---------------------------------------------------------
 
             $commerceMeta = $this->commerceIntentLite->detect($prompt);

src/Knowledge/Retrieval/NdjsonHybridRetriever.php

@@ -29,7 +29,7 @@ final class NdjsonHybridRetriever implements RetrieverInterface
 
     private const THRESHOLD_FLOOR = 0.83;
     private const THRESHOLD_CEIL = 0.92;
-    private const EMPTY_RRF_FALLBACK_TOPN = 5;
+    private const EMPTY_RRF_FALLBACK_TOPN = 1;
 
     public function __construct(
         private readonly NdjsonChunkLookup               $lookup,

src/Knowledge/Retrieval/QueryEnricher.php

@@ -121,6 +121,7 @@ final class QueryEnricher
             'Wasserhärte' => "Resthärte",
             'Gerät' => 'Modell',
             'Indikator' => 'Chemie',
+            'Indikatoren' => 'Indikator',
             'Wasserhärte-Grenzwert'=>'Resthärte',
             'Resthärte-Grenzwert'=>'Wasserhärte'
         ];

src/Shopware/ShopwareCriteriaBuilder.php

@@ -84,7 +84,7 @@ final class ShopwareCriteriaBuilder
         }
 
         if ($query->searchText !== '') {
-            $criteria['term'] = $query->searchText;
+            $criteria['search'] = $query->searchText;
         }
 
         $filters = [

src/Shopware/StoreApiClient.php

@@ -31,7 +31,7 @@ final readonly class StoreApiClient
      */
     public function searchProducts(array $criteria): array
     {
-        $url = rtrim($this->baseUrl, '/') . '/store-api/product';
+        $url = rtrim($this->baseUrl, '/') . '/store-api/search';
 
         $response = $this->httpClient->request('POST', $url, [
             'headers' => [

templates/admin/base.html.twig

@@ -18,14 +18,17 @@
 {# ============================= #}
 {# Top Navigation                #}
 {# ============================= #}
-
+{% if app.user %}
     <nav class="navbar navbar-dark bg-black border-bottom border-secondary px-3">
         <div class="navbar-brand fw-semibold text-info">
-        RetrieX RAG-System
+            <div>
+                <img src="/assets/img/logo.png" style="max-width: 120px;">
+            </div>
+            <div class="fs-6">RAG-System</div>
         </div>
         <div class="small">powered by mitho®</div>
         <div class="ms-auto d-flex align-items-center gap-3">
-        {% if app.user %}
+
             <span class="small text-light">
                 {{ app.user.userIdentifier }}
             </span>
@@ -34,10 +37,10 @@
                href="{{ path('admin_logout') }}">
                 Logout
             </a>
-        {% endif %}
+
         </div>
     </nav>
-
+{% endif %}
 {# ============================= #}
 {# Layout Container              #}
 {# ============================= #}

templates/admin/model_config/list.html.twig

@@ -192,7 +192,7 @@
         des aktiven Modells aus. Pro Modell kann nur eine Version aktiv sein.
     </div>
     <hr>
-    <h2 class="h4 mb-4" id="agentLiveTest">KI-Agent Live-Test</h2>
+    <h3 class="h3 mb-4" id="agentLiveTest">KI-Live-Test</h3>
 
     <div class="card bg-black border-secondary">
         <div class="card-body p-0">

templates/admin/security/login.html.twig

@@ -10,10 +10,13 @@
             <div class="card bg-black border-secondary text-info">
                 <div class="card-body">
 
-                    <h1 class="h3 mb-2 text-center text-info">
+                    <header class="text-center ">
+                        <h1 class="mb-2 text-info">
                             Heyl Neomeris
                         </h1>
-                    <h2 class="h6 mb-2 mt-1 text-center text-info">KI/RAG System-Login</h2>
+                        <img src="/assets/img/logo.png" style="max-width: 100px;">
+                        <h2 class="h6 mb-2 mt-1 text-info">KI/RAG System-Login</h2>
+                    </header>
 
                     {% if error %}
                         <div class="alert alert-danger">