Transform and visualize query results with the full expressivity of Python. Code in an AI-native editor with copilots, AI assistance, inline edits, and context-aware chat. Get intelligent code suggestions and explanations while you work, without leaving your editor. marimo makes it seamless to go from prototype to production. Marimo is amazing.

2024年10月30日 · marimo’s chatbot framework provides a powerful and flexible way to build AI-powered conversational interfaces. From simple text-based chatbots to complex, multi-modal interactions with Generative UI, the possibilities are vast.

marimo has built-in support for generating and refactoring code with AI, with a variety of providers. marimo works with hosted AI providers, such as OpenAI, Anthropic, and Google, as well as local models served via Ollama.

The marimo editor ships with modern AI features, including a copilot (GitHub or Codium) as well as an AI assistant that helps you code. In v0.9.0 , our assistant now supports Google Gemini as a backend, in addition to OpenAI, Anthropic, and Ollama.

marimo also comes with support for other copilots, and a built-in AI assistant that helps you write code. Try our VS Code extension ¶ The best way to use marimo is through the CLI.

marimo is a reactive Python notebook: run a cell or interact with a UI element, and marimo automatically runs dependent cells (or marks them as stale), keeping code and outputs consistent. marimo notebooks are stored as pure Python, executable as …

Marimo支持生成AI应用的构建，例如聊天机器人、图像生成器等。 利用Marimo，开发者可以仅使用Python构建可维护的内部工具，无需担心自定义前端、基础设施、端点或部署问题。 Marimo适用于以下用户群体： Python开发者：寻求高效、互动编程环境的开发者。 数据科学家：需要进行数据实验和模型测试的专业人士。 研究人员和教育工作者：需要分享研究成果或创建互动教育内容的学者。 企业内部工具开发者：需要快速构建和维护内部工具的开发者。 目前公开资料中没 …

3 天之前 · marimo is a reactive Python notebook: run a cell or interact with a UI element, and marimo automatically runs dependent cells (or marks them as stale), keeping code and outputs consistent. marimo notebooks are stored as pure Python, executable as …

Marimo是一款响应式 Python 笔记本：运行单元格可与 UI 元素交互，marimo 会自动更新依赖于它的单元格，从而保持代码和输出的一致性。 marimo 笔记本 以纯 Python 格式存储，可作为脚本执行，也可作为 应用 程序 部署。

It can be customized with different models, including built-in AI models from popular providers or custom functions. A chatbot UI element for interactive conversations. Define a chatbot by implementing a function that takes a list of ChatMessages and optionally a config object as input, and returns the chat response.