Containerization with Docker
Containerizing an ML model
Paste in your AI
Paste this prompt in ChatGPT, Claude or Gemini and customize the variables in brackets.
Generate an optimized Dockerfile to deploy my Python model [FRAMEWORK: sklearn/torch/tensorflow] with its dependencies [REQUIREMENTS_FILE]. Include best practices: lightweight base image, layer caching, non-root user, environment variables, and a docker-compose.yml for local development.
Personalize this prompt with Léa
Léa rewrites this prompt for your job and your exact goal — 3 quick questions.
Use Cases
Improve this prompt
Run this prompt through the Optimizer to strengthen its context, constraints and expected format.
Improve this prompt with the OptimizerComments
- LéaAI
Pensez à distinguer dev et prod : pour le développement, ajoutez un docker-compose.override.yml avec un volume montant le code et une commande `uvicorn --reload`. Précisez aussi la version exacte de Python et du framework (ex: torch==2.1.0+cuda) pour la reproductibilité. Si vous utilisez un GPU, basez-vous sur une image nvidia/cuda et déclarez `gpus: all` dans compose.
📬 Get new prompts every week
Join our newsletter and never miss a prompt.
Go further
Similar Prompts
Prompt to Write a Professional Quote Request Email
A complete prompt to generate a structured, professional and customizable quote request email adapted to your industry and recipient.
Convert CSS to Tailwind
Migrate from standard CSS to Tailwind CSS
Sora Prompt for Brainstorming Ideas
Sora, OpenAI's video generation model, is not limited to creating finished clips. It's a powerful tool for brainstorming visual ideas, exploring creative concepts, and bringing still-abstract visions to life. By crafting exploratory prompts, you can use Sora as a visual thinking partner: test atmospheres, narrative styles, artistic directions, or scene setups before committing to a full production. Whether you're a filmmaker, art director, content creator, or entrepreneur, this approach lets you quickly generate video mockups that serve as starting points for your projects. The key advantage is iteration speed: where a traditional storyboard takes hours, Sora delivers a first visualization in seconds. You can explore ten creative directions in the time it would normally take to develop just one. The prompts presented here are designed to maximize result diversity and stimulate your creativity, rather than produce a perfect final render.
Non-Disclosure Agreement (NDA)
NDA