Add uvx usage instructions and package configuration

The README now includes a new "Usage with uvx" section showing how to
run the tool directly without installation. The pyproject.toml has been
updated to add the package script entry point and configure setuptools
to include the src directory.

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:

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.