Tabnine

Tabnine is an AI code completion assistant designed to help developers write better code faster. It uses machine learning models, some trained on open-source code with permissive licenses, and also offers the ability to train models on your own private repositories for personalized suggestions.

Key Features

• Whole Line and Full Function Completion: Suggests longer completions beyond single words.
• Multi-language & IDE Support: Works with a vast number of programming languages and integrates with popular IDEs like VS Code, JetBrains suite, Sublime Text, and more.
• Privacy-Focused Options: Offers options for running models locally or training private models, ensuring your code remains private.
• Team Collaboration Features: Enterprise plans allow for team-specific AI models.

Use Cases

• Accelerating daily coding tasks.
• Reducing typos and common errors.
• Maintaining code consistency within teams using personalized models.
• Working in environments with strict privacy requirements.

Pros

• Offers robust free tier for basic completions.
• Strong emphasis on code privacy and personalization.
• Wide range of supported languages and IDEs.
• Can learn from your local codebase (with paid plans).

Cons

• The most advanced features and personalization are behind a paywall.
• Quality of suggestions can sometimes vary.
• Local model training can be resource-intensive for very large codebases.

Getting Started

Install the Tabnine extension for your IDE. You can start with the free version, or opt for a Pro or Enterprise plan for advanced features like local AI model training and team collaboration.

In Summary: Tabnine is a versatile AI coding assistant particularly appealing for its strong privacy features and the ability to adapt to individual or team coding styles.