diff --git a/src/gui/MainWindow.cpp b/src/gui/MainWindow.cpp
index 12531cb..f2dd6f8 100644
--- a/src/gui/MainWindow.cpp
+++ b/src/gui/MainWindow.cpp
@@ -37,10 +37,31 @@ public:
         m_chatInput = new QLineEdit(mainWidget);
         layout->addWidget(m_chatInput);
 
+        QHBoxLayout *row = new QHBoxLayout();
         QPushButton *sendButton = new QPushButton("Send", mainWidget);
-        layout->addWidget(sendButton);
+        QPushButton *embedButton = new QPushButton("Embed", mainWidget);
+        row->addWidget(sendButton);
+        row->addWidget(embedButton);
+        layout->addLayout(row);
 
         connect(sendButton, &QPushButton::clicked, this, &MainWindow::sendMessage);
+        connect(embedButton, &QPushButton::clicked, this, [this]() {
+            const QString text = m_chatInput->text().trimmed();
+            if (text.isEmpty()) return;
+            KI::KIEmbedOptions opts; opts.model = "bge-m3:latest"; // simple default
+            QFuture<KI::KIEmbeddingResult> fut = m_kompanionClient->embed(QStringList{text}, opts);
+            auto *watch = new QFutureWatcher<KI::KIEmbeddingResult>(this);
+            connect(watch, &QFutureWatcher<KI::KIEmbeddingResult>::finished, this, [this, watch]() {
+                const auto res = watch->result();
+                if (!res.vectors.isEmpty()) {
+                    insertText(QString("[embed %1] dim=%2\n").arg(res.model).arg(res.vectors.first().size()));
+                } else {
+                    insertText("[embed] no result\n");
+                }
+                watch->deleteLater();
+            });
+            watch->setFuture(fut);
+        });
 
         // Setup KI
         m_ollamaProvider = new KI::OllamaProvider(this);