diff --git a/Dockerfile b/Dockerfile
index d4cef3d..92611df 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -3,6 +3,9 @@ FROM python:3.12 as builder
 
 WORKDIR /app
 
+RUN python -m venv venv
+ENV PATH="/venv/bin:$PATH"
+
 COPY requirements.txt requirements.txt
 RUN pip install --no-cache-dir -r requirements.txt
 
@@ -11,5 +14,7 @@ FROM python:3.12-alpine
 
 WORKDIR /app
 
-COPY --from=builder /usr/local /usr/local
+ENV PATH="/venv/bin:$PATH"
+
+COPY --from=builder venv venv
 COPY . .