diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..7c97283
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,18 @@
+FROM golang:1.21-alpine
+
+WORKDIR /src
+# RUN apt update && apt install libzmq3-dev libczmq-dev -y
+RUN apk add --no-cache libzmq czmq-dev git build-base
+RUN git clone https://github.com/tmbdev/tarp.git
+WORKDIR /src/tarp/tarp
+RUN go clean
+RUN go mod tidy
+RUN go get -u
+RUN CGO_ENABLED=1 go build -o tarp *.go
+RUN cp tarp /bin
+
+FROM alpine:latest
+
+COPY --from=0 /bin/tarp /bin/tarp
+RUN apk add --no-cache libzmq czmq-dev git
+CMD ["/bin/tarp"]
\ No newline at end of file
diff --git a/README.md b/README.md
index eb8cd40..46d9683 100644
--- a/README.md
+++ b/README.md
@@ -41,6 +41,12 @@ Alternatively, you can also install from a local clone:
 	make bin/tarp
 	sudo make install
 
+You can also use it from a docker image:
+```bash
+docker build -t tarp .
+docker run tarp
+```
+
 # Examples
 
 Download a dataset from Google Cloud, shuffle it, and split it into shards containing