diff --git a/src/GeneralSettings.jsx b/src/GeneralSettings.jsx
index be962dc..e1d7a33 100644
--- a/src/GeneralSettings.jsx
+++ b/src/GeneralSettings.jsx
@@ -11,6 +11,7 @@ import desktopApi from './desktop/desktopApi';
 
 const EMBED_MODEL_KEY = 'embedModel';
 const RERANK_MODEL_KEY = 'rerankModel';
+const ENRICHMENT_MODEL_KEY = 'enrichmentModel';
 const MODEL_KEY = 'chatModel';
 const VISION_MODEL_KEY = 'visionModel';
 const TRANSCRIPTION_MODEL_KEY = 'transcriptionModel';
@@ -18,6 +19,7 @@ const DEFAULT_AUDIO_INPUT_DEVICE_ID = '';
 const DEFAULT_AUDIO_INPUT_LANGUAGE = '';
 const DEFAULT_BACKEND_API_URL = 'http://127.0.0.1:8000';
 const DEFAULT_EMBED_MODEL = 'nomic-embed-text:latest';
+const DEFAULT_ENRICHMENT_MODEL = 'qwen3:4b';
 const DEFAULT_TRANSCRIPTION_MODEL = 'base';
 const DEFAULT_UPDATE_STATUS = {
   state: 'idle',
@@ -79,6 +81,7 @@ export default function GeneralSettings({
   const [backendApiUrl, setBackendApiUrl] = useState('');
   const [embedModel, setEmbedModel] = useState(DEFAULT_EMBED_MODEL);
   const [rerankModel, setRerankModel] = useState(DEFAULT_EMBED_MODEL);
+  const [enrichmentModel, setEnrichmentModel] = useState(DEFAULT_ENRICHMENT_MODEL);
   const [chatModels, setChatModels] = useState([]);
   const [embeddingModels, setEmbeddingModels] = useState([]);
   const [visionModels, setVisionModels] = useState([]);
@@ -120,6 +123,7 @@ export default function GeneralSettings({
       setBackendApiUrl(resolveBackendApiUrl(settings));
       setEmbedModel(settings.embedModel || DEFAULT_EMBED_MODEL);
       setRerankModel(settings.rerankModel || settings.embedModel || DEFAULT_EMBED_MODEL);
+      setEnrichmentModel(settings.enrichmentModel || DEFAULT_ENRICHMENT_MODEL);
       setSelectedModel(settings.chatModel || '');
       setVisionModel(settings.visionModel || settings.chatModel || '');
       setTranscriptionModel(settings.transcriptionModel || DEFAULT_TRANSCRIPTION_MODEL);
@@ -271,6 +275,15 @@ export default function GeneralSettings({
     desktopApi.setSetting(RERANK_MODEL_KEY, nextModel);
   }, [rerankingModels, rerankModel, embedModel, panel, settingsHydrated]);
 
+  useEffect(() => {
+    if (panel !== 'AI Models' || !settingsHydrated || enrichmentModel) {
+      return;
+    }
+    const nextModel = chatModels[0] || DEFAULT_ENRICHMENT_MODEL;
+    setEnrichmentModel(nextModel);
+    desktopApi.setSetting(ENRICHMENT_MODEL_KEY, nextModel);
+  }, [chatModels, enrichmentModel, panel, settingsHydrated]);
+
   useEffect(() => {
     if (panel !== 'AI Models') {
       return;
@@ -388,6 +401,12 @@ export default function GeneralSettings({
     desktopApi.setSetting(RERANK_MODEL_KEY, nextModel);
   };
 
+  const handleEnrichmentModelChange = (event) => {
+    const nextModel = event.target.value;
+    setEnrichmentModel(nextModel);
+    desktopApi.setSetting(ENRICHMENT_MODEL_KEY, nextModel);
+  };
+
   const handleTranscriptionModelChange = (event) => {
     const nextModel = event.target.value;
     setTranscriptionModel(nextModel);
@@ -575,6 +594,7 @@ export default function GeneralSettings({
   const visionModelOptions = buildSelectOptions(visionModels, visionModel, 'saved model unavailable', showMissingModelLabel);
   const embeddingModelOptions = buildSelectOptions(embeddingModels, embedModel, 'saved model unavailable', showMissingModelLabel);
   const rerankingModelOptions = buildSelectOptions(rerankingModels, rerankModel, 'saved model unavailable', showMissingModelLabel);
+  const enrichmentModelOptions = buildSelectOptions(chatModels, enrichmentModel, 'saved model unavailable', showMissingModelLabel);
   const transcriptionModelOptions = buildSelectOptions(whisperModels, transcriptionModel, 'saved model unavailable', showMissingModelLabel);
 
   if (panel === 'AI Models') {
@@ -640,6 +660,22 @@ export default function GeneralSettings({
             Heimgeist currently uses an embedding-based reranker for web search, so this should generally be an embedding-capable Ollama model.
           </p>
         </div>
+        <div className="setting-section">
+          <h3>Knowledge Metadata Model</h3>
+          <select
+            className="select"
+            value={enrichmentModel}
+            onChange={handleEnrichmentModelChange}
+          >
+            {enrichmentModelOptions.length === 0 && <option value="">{isLoadingModelCatalog ? 'Loading models…' : '— No generation models available —'}</option>}
+            {enrichmentModelOptions.map(model => (
+              <option key={model.value} value={model.value}>{model.label}</option>
+            ))}
+          </select>
+          <p className="setting-description">
+            Heimgeist uses this local model for summaries, keywords, entities, and optional Deep enrichment Q&amp;A.
+          </p>
+        </div>
         <div className="setting-section">
           <h3>Transcription Model</h3>
           <select
diff --git a/src/LibraryManager.jsx b/src/LibraryManager.jsx
index 924e703..2b4e7d3 100644
--- a/src/LibraryManager.jsx
+++ b/src/LibraryManager.jsx
@@ -442,8 +442,10 @@ export default function LibraryManager({ apiBase, library, jobs, onRefresh }) {
               const isExpanded = expandedItemId === itemId
               const preview = contentPreviews[itemId]
               const metadata = item.metadata || {}
-              const keywords = Array.isArray(metadata.keywords) ? metadata.keywords.slice(0, 6) : []
-              const entities = Array.isArray(metadata.entities) ? metadata.entities.slice(0, 4) : []
+              const keywords = Array.isArray(metadata.keywords) ? metadata.keywords : []
+              const entities = Array.isArray(metadata.entities) ? metadata.entities : []
+              const qaPairs = Array.isArray(metadata.qa) ? metadata.qa : []
+              const qualityFlags = Array.isArray(metadata.quality_flags) ? metadata.quality_flags : []
               return (
                 <article key={itemId} className={`library-content-card kind-${item.kind || 'file'} ${isExpanded ? 'expanded' : ''}`}>
                   <div className="library-content-card-header">
@@ -456,6 +458,7 @@ export default function LibraryManager({ apiBase, library, jobs, onRefresh }) {
                     {item.enrich_enabled ? 'Deep enrichment' : 'Standard'}
                   </div>
                   <div className={`library-item-metadata status-${metadata.status || 'missing'}`}>
+                    {metadata.headline && <h3>{metadata.headline}</h3>}
                     {metadata.summary ? (
                       <p>{metadata.summary}</p>
                     ) : (
@@ -475,6 +478,25 @@ export default function LibraryManager({ apiBase, library, jobs, onRefresh }) {
                         ))}
                       </div>
                     )}
+                    {qaPairs.length > 0 && (
+                      <div className="library-metadata-qa">
+                        <div className="library-metadata-label">Generated Q&amp;A</div>
+                        {qaPairs.map((qa, index) => (
+                          <div className="library-metadata-qa-pair" key={`${qa.q}-${index}`}>
+                            <strong>{qa.q}</strong>
+                            <span>{qa.a}</span>
+                          </div>
+                        ))}
+                      </div>
+                    )}
+                    {(metadata.model || metadata.language || metadata.strategy || qualityFlags.length > 0) && (
+                      <div className="library-metadata-details">
+                        {metadata.model && <span>Model: {metadata.model}</span>}
+                        {metadata.language && <span>Language: {metadata.language}</span>}
+                        {metadata.strategy && <span>Strategy: {metadata.strategy}</span>}
+                        {qualityFlags.length > 0 && <span>Flags: {qualityFlags.join(', ')}</span>}
+                      </div>
+                    )}
                     {metadata.status === 'fallback' && <div className="library-metadata-warning">Local model metadata was unavailable; Heimgeist used a text fallback.</div>}
                     {metadata.status === 'failed' && <div className="library-metadata-warning">{metadata.error || 'Metadata generation failed.'}</div>}
                   </div>
diff --git a/src/styles.css b/src/styles.css
index 0922d2c..f3eaa3d 100644
--- a/src/styles.css
+++ b/src/styles.css
@@ -1881,14 +1881,17 @@ input:checked + .slider:before {
 }
 
 .library-item-metadata p {
-  display: -webkit-box;
   margin: 0;
-  overflow: hidden;
   color: color-mix(in srgb, var(--text) 88%, var(--muted));
   font-size: 13px;
   line-height: 1.45;
-  -webkit-box-orient: vertical;
-  -webkit-line-clamp: 4;
+}
+
+.library-item-metadata h3 {
+  margin: 0 0 7px;
+  color: var(--text);
+  font-size: 14px;
+  line-height: 1.35;
 }
 
 .library-metadata-chips,
@@ -1912,6 +1915,41 @@ input:checked + .slider:before {
   font-size: 11px;
 }
 
+.library-metadata-qa,
+.library-metadata-details {
+  margin-top: 10px;
+}
+
+.library-metadata-label {
+  margin-bottom: 6px;
+  color: var(--muted);
+  font-size: 10px;
+  font-weight: 700;
+  letter-spacing: 0.05em;
+  text-transform: uppercase;
+}
+
+.library-metadata-qa-pair {
+  display: grid;
+  gap: 3px;
+  padding: 8px 0;
+  border-top: 1px solid color-mix(in srgb, var(--border) 60%, transparent);
+  font-size: 12px;
+  line-height: 1.45;
+}
+
+.library-metadata-qa-pair span {
+  color: var(--muted);
+}
+
+.library-metadata-details {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 5px 12px;
+  color: var(--muted);
+  font-size: 10px;
+}
+
 .library-metadata-warning {
   margin-top: 8px;
   color: #d6a75f;