diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..e8d8556
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,46 @@
+FROM python:3.12-alpine AS builder
+# Executable application name
+ARG APP_NAME=code2tutorials
+
+LABEL org.opencontainers.image.authors="samin-irtiza" \
+      org.opencontainers.image.title="${APP_NAME} Builder" \
+      org.opencontainers.image.description="Build layer for the ${APP_NAME} application, which generates tutorials from codebases." \
+      org.opencontainers.image.version="1.0" \
+      org.opencontainers.image.source="https://github.com/The-Pocket/Tutorial-Codebase-Knowledge"
+
+ENV PYTHONUNBUFFERED=1 \
+    PIP_NO_CACHE_DIR=1
+
+WORKDIR /app
+
+COPY requirements.txt /app/
+
+RUN apk add --no-cache git patchelf binutils && \
+    pip install --upgrade pip && \
+    pip install -r requirements.txt && \
+    pip install pyinstaller
+
+COPY . /app
+
+RUN pyinstaller --onefile --name $APP_NAME main.py
+
+FROM alpine:latest
+# Executable application name
+ARG APP_NAME=code2tutorials
+LABEL org.opencontainers.image.authors="samin-irtiza" \
+      org.opencontainers.image.title="${APP_NAME}" \
+      org.opencontainers.image.description="Runtime layer for the ${APP_NAME} application, a CLI tool for generating tutorials from codebases." \
+      org.opencontainers.image.version="1.0" \
+      org.opencontainers.image.source="https://github.com/The-Pocket/Tutorial-Codebase-Knowledge"
+
+WORKDIR /app
+
+COPY --from=builder /app/dist /app/
+
+RUN apk add --no-cache git
+
+RUN chmod +x /app/$APP_NAME
+
+# Change the entrypoint according to the executable application name. 
+ENTRYPOINT ["/app/code2tutorials"]
+CMD ["--help"]
\ No newline at end of file
diff --git a/README.md b/README.md
index 2f47179..c206f00 100644
--- a/README.md
+++ b/README.md
@@ -115,6 +115,31 @@ This is a tutorial project of [Pocket Flow](https://github.com/The-Pocket/Pocket
 
 The application will crawl the repository, analyze the codebase structure, generate tutorial content in the specified language, and save the output in the specified directory (default: ./output).
 
+
+## 🐳 Run with Docker
+
+1. Navigate to the root directory of the project and build the Docker image:  
+   ```bash
+   docker build -t code2tutorials .
+   ```
+
+2. Run the container with the following command:  
+   ```bash
+   docker run -it --rm \
+   -v $(pwd):/app \
+   --env GEMINI_API_KEY=<your-api-key> \
+   code2tutorials --repo https://github.com/username/repo-name
+   ```
+
+3. For easier access, set an alias for the Docker command in your shell configuration file (e.g., `.bashrc` or `.zshrc`):  
+   ```bash
+   alias code2tutorials='docker run -it --rm -v $(pwd):/app --env GEMINI_API_KEY=<your-api-key> code2tutorials'
+   ```
+
+4. After setting the alias, run the application with a simplified command:  
+   ```bash
+   code2tutorials --repo https://github.com/username/repo-name
+   ```
 ## 💡 Development Tutorial
 
 - I built using [**Agentic Coding**](https://zacharyhuang.substack.com/p/agentic-coding-the-most-fun-way-to), the fastest development paradigm, where humans simply [design](docs/design.md) and agents [code](flow.py).