Fixes and new ai model

ui/app.py

@@ -214,6 +214,10 @@ def index():
 @app.route("/review/<int:task_id>")
 def review_task(task_id):
     """Detail view: show task info + embedded video player."""
+    return_page = request.args.get("page", 1, type=int) or 1
+    return_page = max(return_page, 1)
+    return_queue_url = "/" if return_page == 1 else f"/?page={return_page}"
+
     try:
         data = api_get(f"task/{task_id}")
         if not data or not data.get("id"):
@@ -240,7 +244,11 @@ def review_task(task_id):
     except (json.JSONDecodeError, TypeError):
         video_obj["prev_results"] = {}
 
-    return render_template_string(_REVIEW_TEMPLATE, video=video_obj)
+    return render_template_string(
+        _REVIEW_TEMPLATE,
+        video=video_obj,
+        return_queue_url=return_queue_url,
+    )
 
 
 # ---------------------------------------------------------------------------
@@ -411,7 +419,7 @@ _INDEX_TEMPLATE = """
                 <td><span class="badge">{{ t.task_type }}</span></td>
                 <td>{{ t.status }}</td>
                 <td>{{ t.created_at|string|truncate(19, True, '') if t.created_at else '&mdash;' }}</td>
-                <td><a href="/review/{{ t.id }}" class="btn">Review</a></td>
+                <td><a href="{{ url_for('review_task', task_id=t.id, page=page) }}" class="btn">Review</a></td>
             </tr>
             {% endfor %}
             </tbody>
@@ -464,7 +472,7 @@ _REVIEW_TEMPLATE = """
 <div id="flash"></div>
 <div class="header">
     <h1>VideoDetect</h1>
-    <a href="/">&laquo; Back to queue</a>
+    <a href="{{ return_queue_url }}">&laquo; Back to queue</a>
 </div>
 <div class="container">
     {% if video.prev_results and video.prev_results.review_verdict %}
@@ -505,6 +513,8 @@ _REVIEW_TEMPLATE = """
 </div>
 
 <script>
+const returnQueueUrl = {{ return_queue_url|tojson }};
+
 async function submitVerdict(verdict) {
     setActionButtonsDisabled(true);
     showFlash('Submitting verdict...', '#007bff');
@@ -518,7 +528,7 @@ async function submitVerdict(verdict) {
         const body = await resp.json().catch(() => ({}));
         if (resp.ok) {
             showFlash('Verdict submitted', '#28a745');
-            setTimeout(() => location.href = '/', 1000);
+            setTimeout(() => location.href = returnQueueUrl, 1000);
         } else {
             alert(body.error || 'Submission failed');
             setActionButtonsDisabled(false);
@@ -538,7 +548,7 @@ async function skipTask() {
         const resp = await fetch(`/api/review/skip/{{ video.id }}`, {method: 'POST'});
         if (resp.ok) {
             showFlash('Task skipped, returned to queue', '#6c757d');
-            setTimeout(() => location.href = '/', 1000);
+            setTimeout(() => location.href = returnQueueUrl, 1000);
         } else {
             alert('Skip failed');
             setActionButtonsDisabled(false);