This is one of the biggest advantages of using Docker for your personal projects. Docker images can bundle all dependencies, libraries, and configurations. It means anyone can get your project up ...

If you are a Docker user, you can use this tool from Brian Hess at Snowflake to Dockerize your Streamlit apps. ... Use UV to run Python packages and programs without installing. Jul 18, 2025 3 mins.

If you use Docker to create services which have varying demand (such as websites or APIs), ... We’ll use one with Python 3.7 running on Debian stretch. Here’s our Dockerfile: ...

The uv utility lets you run Python packages and libraries with one command and no setup. Here's the quick guide to running Python packages without installing them.

Once downloaded, use the command docker run [image_name] to start the container. You can add options like -it for interactive mode or –name [container_name] to name your container.

And that's how easy it is to run LLMs locally and fully integrate them with your Python code. Cameron McKenzie has been a Java EE software engineer for 20 years. His current specialties include Agile ...

After the Docker image has been built and all of the tools installed, [Carlos] guides you through using Python, FuseSoc, and SymbiFlow to build your first open-source Xilinx FPGA project.