diff --git a/api/server.py b/api/server.py
index 86739fb..a066a11 100644
--- a/api/server.py
+++ b/api/server.py
@@ -1,4 +1,5 @@
 # server.py
+import sys
 from pathlib import Path
 from typing import Union
 
@@ -10,9 +11,12 @@
 
 from pydantic import BaseModel
 
+sys.path.append(str(Path(__file__).parent.parent))
+
 from ui.api import ImageMatchingAPI
 from ui.utils import DEVICE
 
+
 class ImageInfo(BaseModel):
     image_path: str
     max_keypoints: int
diff --git a/railway.toml b/railway.toml
new file mode 100644
index 0000000..e2d8740
--- /dev/null
+++ b/railway.toml
@@ -0,0 +1,11 @@
+[build]
+builder = "DOCKERFILE"
+dockerfilePath = "Dockerfile"
+
+[deploy]
+runtime = "V2"
+numReplicas = 1
+startCommand = "python -m api.server"
+sleepApplication = true
+restartPolicyType = "ON_FAILURE"
+restartPolicyMaxRetries = 10
\ No newline at end of file
diff --git a/vercel.json b/vercel.json
new file mode 100644
index 0000000..b6da9bc
--- /dev/null
+++ b/vercel.json
@@ -0,0 +1,18 @@
+{
+    "builds": [
+      {
+        "src": "api/server.py",
+        "use": "@vercel/python",
+        "config": {
+            "maxLambdaSize": "10gb",
+            "runtime": "python3.10"
+        }
+      }
+    ],
+    "routes": [
+      {
+        "src": "/(.*)",
+        "dest": "api/server.py"
+      }
+    ]
+}
\ No newline at end of file