diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..00c6661
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,15 @@
+FROM python:3.10.6
+
+RUN mkdir -p /app/images
+
+WORKDIR /app
+
+COPY ./ /app
+
+RUN pip install poetry
+
+RUN poetry install
+
+EXPOSE 8501
+
+CMD ["poetry", "run", "memery", "serve", "/app/images"]
diff --git a/README.md b/README.md
index accf958..1fcdf3d 100644
--- a/README.md
+++ b/README.md
@@ -55,6 +55,12 @@ pip install memery
 pip install git+https://github.com/openai/CLIP.git
 ```
 
+From Docker
+```
+docker build -t memery .
+docker run -it -p 8501:8501 -v /path/to/images:/app/images
+```
+
 Currently memery defaults to GPU installation. This will 
 probably be switched in a future version. 
 
diff --git a/pyproject.toml b/pyproject.toml
index 4efc6b3..32a26e3 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -6,24 +6,26 @@ authors = ["deepfates <deepfates@gmail.com>", "wkrettek <warrenkrettek@gmail.com
 
 [tool.poetry.dependencies]
 python = "^3.9"
-torch = "^1.11.0"
-annoy = "^1.17.0"
-torchvision = "^0.12.0"
-tqdm = "^4.64.0"
-Pillow = "^9.1.0"
-typer = "^0.4.1"
+torch = "1.11.0"
+annoy = "1.17.0"
+torchvision = "0.12.0"
+tqdm = "4.64.0"
+Pillow = "9.1.0"
+typer = "0.4.1"
 streamlit = "1.3.1"
 clip = {git = "https://github.com/openai/CLIP", rev = "main"}
-ftfy = "^6.1.1"
-regex = "^2022.4.24"
-altair = "^4.0.0"
+ftfy = "6.1.1"
+regex = "2022.4.24"
+altair = "4.0.0"
+numpy = "1.26.4"
+protobuf= "3.20.3"
 
 [tool.poetry.scripts]
 memery = "memery.cli:main"
 
 [tool.poetry.dev-dependencies]
-ipywidgets = "^7.7.0"
-ipython = "^8.3.0"
+ipywidgets = "7.7.0"
+ipython = "8.3.0"
 
 [build-system]
 requires = ["poetry-core>=1.0.0"]