CAMEL

Open-source Python framework for multi-agent systems: agent societies, memory, RAG, code interpreters, synthetic data and large-scale simulation.

Harness by CAMEL-AI

IndexedApache-2.0★ 17,964

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Install

From the package registry. Read the repository before you give any tool access to your data.

pip install camel-ai

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About

CAMEL-AI is an open-source modular framework and research community studying how agent behavior scales. Its building blocks are agents that call tools, societies that assign roles and delegate tasks, interpreters for code execution, memory and storage layers, and RAG pipelines. It also includes engines for generating synthetic data and platforms such as OASIS for simulating large groups of agents. It installs with pip as camel-ai.

Use cases: agent-orchestration, knowledge-base

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Fact sheet

Languages: Pythoncamel-ai.org
Packages: camel-ai (pypi)camel-ai.org
Multi-agent: Yesdocs.camel-ai.org
Orchestration: crew/rolesdocs.camel-ai.org
Memory: short-term, long-termdocs.camel-ai.org
Maturity: Betagithub.com

Facts extracted by Claude Sonnet 5.5 from the linked sources on Oct 24, 2026; reviewed Oct 24, 2026. Wrong fact? Tell us.

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Signals

Stars: 17,964
Forks: 2,121
Open issues: 271
Weekly downloads: 20,116
Last commit: Oct 19, 2026 (12 days ago)
Last release: Mar 22, 2026 (7 months ago)
Last package publish: Mar 22, 2026 (7 months ago)

From GitHub (fetched Oct 24, 2026) and the package registry.

Details

Packages: pypi camel-ai
License: Apache-2.0
Repository: github.com/camel-ai/camel
Website: www.camel-ai.org/
Docs: docs.camel-ai.org/
First seen: Oct 24, 2026
Last checked: Oct 24, 2026
Source: README Website Docs github-graphql

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Cite this page

CAMEL. Agent Mart. https://agentmart.dev/harnesses/camel (last updated 2026-10-24)