diff --git a/.changeset/yummy-actors-obey.md b/.changeset/yummy-actors-obey.md
new file mode 100644
index 000000000..ebdf0c9ec
--- /dev/null
+++ b/.changeset/yummy-actors-obey.md
@@ -0,0 +1,5 @@
+---
+"@voltagent/core": patch
+---
+
+Fix issue where vector embeddings were not deleted when clearing messages when using a vector adapter
diff --git a/packages/core/src/memory/index.ts b/packages/core/src/memory/index.ts
index e7a613967..2aad00610 100644
--- a/packages/core/src/memory/index.ts
+++ b/packages/core/src/memory/index.ts
@@ -164,12 +164,30 @@ export class Memory {
 
   /**
    * Clear messages for a user
+   * Also purges vector embeddings when a vector adapter is configured,
+   * preventing orphaned embeddings from surfacing in future semantic searches.
    */
   async clearMessages(
     userId: string,
     conversationId?: string,
     context?: OperationContext,
   ): Promise<void> {
+    // If vector adapter is configured and a conversationId is given, clean up vectors first
+    if (this.vector && conversationId) {
+      try {
+        const messages = await this.storage.getMessages(userId, conversationId);
+        if (messages.length > 0) {
+          const vectorIds = messages.map((msg) => `msg_${conversationId}_${msg.id}`);
+          await this.vector.deleteBatch(vectorIds);
+        }
+      } catch (error) {
+        console.warn(
+          `Failed to delete vectors when clearing messages for conversation ${conversationId}:`,
+          error,
+        );
+      }
+    }
+
     return this.storage.clearMessages(userId, conversationId, context);
   }
 
diff --git a/packages/core/src/memory/semantic-search.spec.ts b/packages/core/src/memory/semantic-search.spec.ts
index fbc0f4788..222db1fac 100644
--- a/packages/core/src/memory/semantic-search.spec.ts
+++ b/packages/core/src/memory/semantic-search.spec.ts
@@ -455,5 +455,48 @@ describe("Memory V2 - Semantic Search", () => {
         expect.arrayContaining([`msg_${conversationId}_msg1`, `msg_${conversationId}_msg2`]),
       );
     });
+
+    it("should delete vectors when clearMessages is called with a conversationId", async () => {
+      const userId = "user123";
+      const conversationId = "conv-clear-test";
+
+      // Create conversation and add messages
+      await memory.createConversation({
+        id: conversationId,
+        userId,
+        resourceId: "agent1",
+        title: "Clear Test",
+        metadata: {},
+      });
+
+      const messages: UIMessage[] = [
+        {
+          id: "msg-a",
+          role: "user",
+          parts: [{ type: "text", text: "Remember my name is Sujal" }],
+        },
+        {
+          id: "msg-b",
+          role: "assistant",
+          parts: [{ type: "text", text: "Got it, Sujal!" }],
+        },
+      ];
+
+      await memory.addMessages(messages, userId, conversationId);
+
+      const deleteBatchSpy = vi.spyOn(vector, "deleteBatch");
+
+      // Clear messages (should also clean up vectors)
+      await memory.clearMessages(userId, conversationId);
+
+      // Verify vectors were deleted
+      expect(deleteBatchSpy).toHaveBeenCalledWith(
+        expect.arrayContaining([`msg_${conversationId}_msg-a`, `msg_${conversationId}_msg-b`]),
+      );
+
+      // Verify SQL messages are also gone
+      const remaining = await memory.getMessages(userId, conversationId);
+      expect(remaining).toHaveLength(0);
+    });
   });
 });