PrefectHQ/marvin
an ambient intelligence library
Provides structured data extraction (extract, cast, classify, generate) and agentic workflow orchestration through Tasks, Agents, and Threads—all backed by Pydantic AI models with support for multiple LLM providers beyond OpenAI. Tasks represent discrete objectives with type-safe results, custom tools, and observability, while Agents are specialized LLM configurations that can be composed into complex multi-agent workflows with thread management for sequential execution.
6,101 stars.
Stars
6,101
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395
Language
Python
License
Apache-2.0
Category
Last pushed
Mar 12, 2026
Commits (30d)
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