diff --git a/__init__.py b/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/index.html b/index.html
index de9d526..85f24f5 100644
--- a/index.html
+++ b/index.html
@@ -70,6 +70,7 @@ <h3 style="text-align:center;">Draw and Predict Handwritten Digits</h3>
             <button id="capture-button">Predict</button>
             <button id="clear-button">Clear</button>
         </div>
+        <div id="prediction-result"></div>
     </div>
     <script>
         var canvas = document.getElementById('whiteboard');
@@ -103,13 +104,25 @@ <h3 style="text-align:center;">Draw and Predict Handwritten Digits</h3>
             context.clearRect(0, 0, canvas.width, canvas.height);
         });
 
+        var predictionResult = document.getElementById('prediction-result');
         var captureButton = document.getElementById('capture-button');
         captureButton.addEventListener('click', function () {
-            // Convert the canvas content to a data URL (image)
             var imageData = canvas.toDataURL("image/png");
-
-            // Send the image data to the Jupyter kernel variable
-            IPython.notebook.kernel.execute('image_data = "' + imageData + '"');
+            fetch('YOUR_API_ENDPOINT', {
+                method: 'POST',
+                headers: {
+                    'Content-Type': 'application/json',
+                },
+                body: JSON.stringify({ image: imageData }), // Send the image data as JSON
+            })
+                .then(response => response.json())
+                .then(data => {
+                    predictionResult.textContent = 'Predicted Digit: ' + data.prediction;
+                })
+                .catch(error => {
+                    console.error('Error:', error);
+                    predictionResult.textContent = 'Prediction failed.';
+                });
         });
     </script>
 </body>
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..5eb0bf4
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+fastapi==0.68.1
+uvicorn==0.15.0
\ No newline at end of file
diff --git a/server.py b/server.py
new file mode 100644
index 0000000..e39b150
--- /dev/null
+++ b/server.py
@@ -0,0 +1,7 @@
+from fastapi import FastAPI
+
+app = FastAPI()
+
+@app.post("/predict")
+async def predict():
+    return {"prediction": "Hello, World!"}
diff --git a/vercel.json b/vercel.json
new file mode 100644
index 0000000..3f01082
--- /dev/null
+++ b/vercel.json
@@ -0,0 +1,14 @@
+{
+    "builds": [
+      {
+        "src": "main.py",
+        "use": "@vercel/python"
+      }
+    ],
+    "routes": [
+      {
+        "src": "/(.*)",
+        "dest": "server.py"
+      }
+    ]
+  }
\ No newline at end of file