Use-case guides

Explore this collection of use-case guides designed to help you leverage Docker for a variety of advanced applications. From generative AI to security, discover how Docker can streamline your projects and workflows.

Generative AI

PDF analysis and chat

Learn how to containerize a GenAI app that analyzes PDFs.

Video transcription and chat

Explore a video transcription app that lets you ask questions about videos.

Natural language processing

Language translation

Build and run an app to translate languages.

Named entity recognition

Explore an app that can identify named entities, like people, organizations, or locations.

Sentiment analysis

Learn how to analyze text for sentiment, like positive, negative, or neutral.

Text classification

Build a text classification app and analyze the precision of your model.

Text summarization

Explore an app that can summarize text.

TensorFlow

Face detection with TensorFlow.js

Explore a face detection app built with TensorFlow.js and Docker.

Data science

Data science with JupyterLab

Set up a JupyterLab environment to conduct and share data science research, making your projects more reproducible and scalable.

Security

Suppress CVEs with VEX

Learn how to suppress non-applicable or fixed vulnerabilities found in your images.