diff --git a/lib/aiRuns.js b/lib/aiRuns.js
index 467e371..bc2fd77 100644
--- a/lib/aiRuns.js
+++ b/lib/aiRuns.js
@@ -6,6 +6,7 @@ const path = require('path');
 const db = require('./db');
 const store = require('./store');
 const ai = require('./ai');
+const fingerprint = require('./fingerprint');
 
 const CONCURRENCY = 3;
 const MAX_FAILURES_IN_A_ROW = 5;
@@ -133,6 +134,8 @@ async function processRun(runId) {
 
     const results = await Promise.all(items.map((item) =>
       tagOne(runId, item.model_id, config, { images, knownTags, overwrite: overwriteDescriptions })));
+    // New tags and descriptions change a model's search text, so refresh the index.
+    if (results.some((r) => r.ok)) fingerprint.kick();
     for (const r of results) {
       if (r.imageRejected && images) {
         images = false;
diff --git a/public/styles.css b/public/styles.css
index f66cf23..2921deb 100644
--- a/public/styles.css
+++ b/public/styles.css
@@ -105,7 +105,7 @@ header {
 
 .tags-list { display: flex; flex-wrap: wrap; gap: 6px; }
 .tag {
-  font-size: 12px; padding: 4px 10px; border-radius: 12px; cursor: pointer;
+  font-size: 12px; padding: 4px 10px; border-radius: 12px; cursor: pointer; white-space: nowrap;
   background: var(--surface-2); color: var(--text-muted); border: 1px solid var(--border);
   transition: all 0.12s;
 }
@@ -202,7 +202,8 @@ label { display: block; font-size: 13px; font-weight: 500; color: var(--text-mut
 .modal-body { padding: 22px; }
 .form-group { margin-bottom: 18px; }
 .print-settings { display: grid; grid-template-columns: 1fr 1fr; gap: 10px; }
-.form-actions { display: flex; justify-content: flex-end; gap: 10px; margin-top: 22px; }
+.form-actions { display: flex; flex-wrap: wrap; justify-content: flex-end; gap: 10px; margin-top: 22px; }
+.form-actions .btn { white-space: nowrap; }
 
 /* ---- model detail ---- */
 /* minmax(0, …) keeps a long file name from widening its column and crushing the viewer */
@@ -250,6 +251,7 @@ label { display: block; font-size: 13px; font-weight: 500; color: var(--text-mut
 .info-section:last-of-type { margin-bottom: 0; }
 .info-section h3 { font-size: 11px; font-weight: 600; text-transform: uppercase; letter-spacing: 0.08em; color: var(--text-dim); margin-bottom: 9px; }
 .info-section p, .info-section div { color: var(--text); font-size: 14px; line-height: 1.6; }
+.info-section .tags { display: flex; flex-wrap: wrap; gap: 6px; }
 .info-section .tag { cursor: default; }
 
 .file-row { display: flex; justify-content: space-between; align-items: center; gap: 10px; padding: 7px 0; border-bottom: 1px solid var(--border); font-size: 14px; color: var(--text-muted); }