Marimo Editor Integrates AI Assistant for Enhanced Code Generation and Refactoring
The marimo editor has integrated an AI assistant designed to enhance code generation and refactoring within notebooks. This AI assistant connects to various Large Language Model (LLM) providers, including OpenAI, Anthropic, Google, and local models served via Ollama. The assistant is specialized for data-related tasks, having access to the values of variables in memory, which allows it to code against dataframe and database schemas. Users can generate new cells from prompts, refactor existing cells, and even generate entire notebooks. The editor also supports inline autocompletion, similar to GitHub Copilot, and allows for custom rules to be set to ensure consistent code generation, such as preferred plotting libraries, data handling practices, and code style conventions.
