GitHub

marvin

观察池 · 暂无正式排名

该项目当前未满足“两个有效维度 + 两种数据源”的主榜门槛。

— 未排名

可观测采用度缺失

—

动量当前有效 · 2026-09-12

关注度当前有效 · 2026-09-12

信号可信度 依据当前有数据的独立评分维度数量计算。

中2/3 · 1 种数据源

方法论 v2.0 · 快照 2026-09-12 · 超过 2 天视为过期

项目介绍

Marvin is a Python framework for producing structured outputs and building agentic AI workflows.

Marvin provides an intuitive API for defining workflows and delegating work to LLMs:

Configure your LLM provider (Marvin uses OpenAI by default but natively supports all Pydantic AI models):

Marvin offers a few intuitive ways to work with AI:

The gang's all here - you can find all the structured-output utilities from marvin 2.x at the top level of the package.

How to use extract, cast, classify, and generate

Classify unstructured input as one of a set of predefined labels:

Generate some number of structured objects from a description:

marvin 3.0 introduces a new way to work with AI,…

6.2k Star