diff --git a/Dockerfile b/Dockerfile
index 147c7d0..71bba28 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -18,9 +18,9 @@ LABEL org.label-schema.vcs-ref=$VCS_REF \
 COPY --from=build /wheels /wheels
 COPY . /opt/sherlock/
 
-RUN pip3 install --no-cache-dir -r requirements.txt -f /wheels \
+RUN pip3 install --no-cache-dir . -f /wheels \
   && rm -rf /wheels
 
 WORKDIR /opt/sherlock/sherlock
 
-ENTRYPOINT ["python", "sherlock.py"]
+ENTRYPOINT ["sherlock"]
diff --git a/README.md b/README.md
index f8b1c02..b478344 100644
--- a/README.md
+++ b/README.md
@@ -25,20 +25,13 @@
 ## Installation
 
 ```console
-# clone the repo
-$ git clone https://github.com/sherlock-project/sherlock.git
-
-# change the working directory to sherlock
-$ cd sherlock
-
-# install the requirements
-$ python3 -m pip install -r requirements.txt
+pip install git+https://github.com/sherlock-project/sherlock.git
 ```
 
 ## Usage
 
 ```console
-$ python3 sherlock --help
+$ sherlock --help
 usage: sherlock [-h] [--version] [--verbose] [--folderoutput FOLDEROUTPUT]
                 [--output OUTPUT] [--tor] [--unique-tor] [--csv] [--xlsx]
                 [--site SITE_NAME] [--proxy PROXY_URL] [--json JSON_FILE]
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..3a187ba
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,23 @@
+[build-system]
+requires = ["setuptools >= 61.0"]
+build-backend = "setuptools.build_meta"
+
+[project.scripts]
+sherlock = "sherlock:main"
+
+[project.urls]
+Homepage = "http://sherlock-project.github.io/"
+Repository = "https://github.com/sherlock-project/sherlock.git"
+Issues = "https://github.com/sherlock-project/sherlock/issues"
+
+[project]
+name = "sherlock"
+readme = "README.md"
+license = {file = "LICENSE"}
+dynamic = ["dependencies", "version"]
+
+[tool.setuptools.dynamic]
+dependencies = {file = ["requirements.txt"]}
+
+[tool.setuptools]
+package-dir = {"" = "sherlock"}