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Mirascope

Mirascope is a type-safe, Pythonic framework that structures prompt flows and LLM usage with decorators and reusable components.

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CAMEL AI

CAMEL AI enables role-based multi-agent interactions where agents collaborate through structured conversations, tasks, and role-play dynamics.

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Langroid

Langroid is a Python framework that treats agents as first‑class citizens and embraces multi‑agent programming. It provides lightweight abstractions to compose LLM‑powered agents with tools, memory and message passing to collaboratively solve tasks.

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