diff --git a/content/SDKs/javascript/api-reference.mdx b/content/SDKs/javascript/api-reference.mdx
index 4c6ff76f..e980c11d 100644
--- a/content/SDKs/javascript/api-reference.mdx
+++ b/content/SDKs/javascript/api-reference.mdx
@@ -239,25 +239,25 @@ for (const result of results) {
 }
 ```
 
-#### `delete(name: string, ...ids: string[]): Promise<number>`
+#### `delete(name: string, key: string): Promise<number>`
 
-Deletes vectors from the vector storage.
+Deletes a vector from the vector storage.
 
 ##### Parameters
 
 - `name`: The name of the vector storage
-- `ids`: One or more IDs of vectors to delete
+- `key`: The ID of the vector to delete
 
 ##### Return Value
 
-Returns a Promise that resolves to the number of vectors that were deleted.
+Returns a Promise that resolves to the number of vectors that were deleted (0 or 1).
 
 ##### Example
 
 ```typescript
-// Delete vectors
-const deletedCount = await context.vector.delete('product-descriptions', 'id1', 'id2', 'id3');
-console.log(`Deleted ${deletedCount} vectors`);
+// Delete a single vector
+const deletedCount = await context.vector.delete('product-descriptions', 'id1');
+console.log(`Deleted ${deletedCount} vector(s)`);
 ```
 
 ## Agent Communication
diff --git a/content/SDKs/javascript/examples/index.mdx b/content/SDKs/javascript/examples/index.mdx
index aa30dbf5..cd20b378 100644
--- a/content/SDKs/javascript/examples/index.mdx
+++ b/content/SDKs/javascript/examples/index.mdx
@@ -156,15 +156,15 @@ const handler: AgentHandler = async (request, response, context) => {
     }
     
     case 'delete': {
-      // Delete products from vector storage
-      if (!Array.isArray(products) || products.length === 0) {
-        return response.json({ error: 'No product IDs to delete' });
+      // Delete a product from vector storage
+      if (!products || !Array.isArray(products) || products.length === 0) {
+        return response.json({ error: 'No product ID to delete' });
       }
       
-      const count = await context.vector.delete('products', ...products);
+      const count = await context.vector.delete('products', products[0]);
       
       return response.json({ 
-        message: `Deleted ${count} products successfully` 
+        message: `Deleted ${count} product successfully` 
       });
     }
     
diff --git a/content/SDKs/python/api-reference.mdx b/content/SDKs/python/api-reference.mdx
index 30c4f74b..e69592ad 100644
--- a/content/SDKs/python/api-reference.mdx
+++ b/content/SDKs/python/api-reference.mdx
@@ -458,30 +458,30 @@ except Exception as e:
     # Handle the error appropriately
 ```
 
-#### `async delete(name: str, *ids: str) -> int`
+#### `async delete(name: str, key: str) -> int`
 
-Deletes vectors from the vector storage.
+Deletes a vector from the vector storage.
 
 ##### Parameters
 
 - `name`: The name of the vector storage
-- `ids`: One or more IDs of vectors to delete
+- `key`: The ID of the vector to delete
 
 ##### Return Value
 
-Returns the number of vectors that were deleted.
+Returns the number of vectors that were deleted (0 or 1).
 
 ##### Example
 
 ```python
 from agentuity.sdk import AgentContext
 
-# Delete vectors with error handling
+# Delete a single vector with error handling
 try:
-    deleted_count = await context.vector.delete("product-descriptions", "id1", "id2", "id3")
-    context.logger.info(f"Deleted {deleted_count} vectors")
+    deleted_count = await context.vector.delete("product-descriptions", "id1")
+    context.logger.info(f"Deleted {deleted_count} vector(s)")
 except Exception as e:
-    context.logger.error(f"Failed to delete vectors: {str(e)}")
+    context.logger.error(f"Failed to delete vector: {str(e)}")
     # Handle the error appropriately
 ```
 
diff --git a/content/SDKs/python/examples/index.mdx b/content/SDKs/python/examples/index.mdx
index 5d0f4715..cd25a811 100644
--- a/content/SDKs/python/examples/index.mdx
+++ b/content/SDKs/python/examples/index.mdx
@@ -211,19 +211,19 @@ async def run(request: AgentRequest, response: AgentResponse, context: AgentCont
         })
     
     elif action == "delete":
-        # Delete products from vector storage
+        # Delete a product from vector storage
         if not isinstance(products, list) or len(products) == 0:
-            return response.json({"error": "No product IDs to delete"})
+            return response.json({"error": "No product ID to delete"})
 
-        # Extract product IDs
-        product_ids = [p["id"] for p in products]
+        # Extract first product ID (single key deletion)
+        product_id = products[0]["id"]
         
         # Delete from vector database
-        count = await context.vector.delete("products", product_ids[0])
+        count = await context.vector.delete("products", product_id)
         
         return response.json({
-            "message": f"Deleted {count} products successfully",
-            "ids": product_ids
+            "message": f"Deleted {count} product successfully",
+            "id": product_id
         })
     
     else: