diff --git a/README.md b/README.md
index 2d26e7c..df647c2 100644
--- a/README.md
+++ b/README.md
@@ -48,10 +48,31 @@ Download and use the Llama3 model:
 ```bash
 ollama pull llama3
 
-## Test the access:
+# Test the access:
 ollama run llama3 "tell me a joke"
 ```
 
+## Usage with uvx (no installation required)
+
+You can run this tool directly without cloning the repository using `uvx`:
+
+```bash
+# Summarize a YouTube video
+uvx --from git+https://github.com/damienarnodo/audio-summary-with-local-LLM.git audio-summary --from-youtube <YouTube-Video-URL>
+
+# Summarize a local audio file
+uvx --from git+https://github.com/damienarnodo/audio-summary-with-local-LLM.git audio-summary --from-local <path-to-audio-file>
+
+# Transcribe only (no summary)
+uvx --from git+https://github.com/damienarnodo/audio-summary-with-local-LLM.git audio-summary --from-youtube <YouTube-Video-URL> --transcript-only
+
+# Specify language and output file
+uvx --from git+https://github.com/damienarnodo/audio-summary-with-local-LLM.git audio-summary --from-local <path-to-audio-file> --language fr --output my_summary.md
+```
+
+> [!NOTE]
+> `uvx` automatically creates a temporary virtual environment and installs all dependencies. On first run, this may take a moment. Ensure `ffmpeg` and [Ollama](https://ollama.com) are installed and running on your system.
+
 ## Usage
 
 The tool can be executed with the following command line options:
diff --git a/pyproject.toml b/pyproject.toml
index 6ed6010..6a3886a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -18,8 +18,14 @@ dependencies = [
     "transformers>=4.50.2",
     "yt-dlp>=2025.3.27",
 ]
+[project.scripts]
+audio-summary = "summary:main"
+
 [tool.setuptools]
-py-modules = []
+py-modules = ["summary"]
+
+[tool.setuptools.package-dir]
+"" = "src"
 
 [tool.ruff]
 # Exclude a variety of commonly ignored directories.