diff --git a/.gitignore b/.gitignore
index 75124ed..8397867 100644
--- a/.gitignore
+++ b/.gitignore
@@ -4,4 +4,5 @@ __pycache__/
 venv/
 .env
 
-presets/
\ No newline at end of file
+presets/
+pictures/
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..539606b
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,26 @@
+FROM python:3.12-slim
+WORKDIR /usr/src/app
+COPY . .
+#RUN cp .env.exp .env
+#RUN sed -i 's|SERVER_HOST=127.0.0.1|SERVER_HOST=0.0.0.0|' .env
+
+
+RUN --mount=target=/var/lib/apt/lists,type=cache,sharing=locked \
+    --mount=target=/var/cache/apt,type=cache,sharing=locked \
+    rm -f /etc/apt/apt.conf.d/docker-clean \
+    && apt-get update \
+    && apt-get install ffmpeg libsm6 libxext6 -y
+
+
+#RUN apt-get update && apt-get install ffmpeg libsm6 libxext6 -y
+RUN pip install --cache-dir=/tmp/pipcache  --upgrade pip 
+RUN pip list --cache-dir=/tmp/pipcache --outdated
+RUN pip install --cache-dir=/tmp/pipcache -r requirements.txt
+#RUN pip install pdm
+#RUN pdm install
+#CMD ["pdm", "run", "python3", "main.py"]
+#CMD ["python3", "run.py"]
+#CMD ["python3", "run.py" ,"--threshold 0.5" ,"--file thereneerose_0002.jpg" ,"--rawtag"]
+#CMD ["python3", "run.py" ,"--threshold","0.5" ,"--file", "thereneerose_0002.jpg" ,"--rawtag"]
+
+#CMD ["python3 run.py --threshold 0.5 --file thereneerose_0002.jpg --rawtag"]
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..bca7def
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,10 @@
+---
+version: "2"
+services:
+  wd14-tagger-standalone:
+    build: .
+    container_name: wd14-tagger-standalone
+    volumes:
+      - ./pictures:/pictures
+    restart: unless-stopped
+    command: sleep 3600
diff --git a/requirements.txt b/requirements.txt
index 72d2e3a..9dd5bec 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,8 +1,8 @@
-numpy==2.2.2
+numpy
 pandas==2.2.3
 Pillow==11.1.0
 huggingface-hub==0.28.1
 deepdanbooru==1.0.3
-onnxruntime==1.20.1
+onnxruntime
 opencv-python==4.11.0.86