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camel

AI Agents & Assistants

CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org

Python Latest v0.2.90 · 2mo ago Security brief →

Features

  • Simulate large-scale multi‑agent systems (up to 1 M agents)
  • Enable dynamic, real‑time communication among agents
  • Provide stateful memory for context‑aware decision making
  • Support multiple benchmarks for reproducible evaluation

Security Response History

1 CVE
CVE Severity Disclosed Patched (this tool) vs Ecosystem Median
CVE-2023-4863 KEV high
CVSS 8.8
2023-09-13 2026-01-19 2y 4mo / median 2y 4mo

Recent releases

View all 7 releases →
v0.2.90 New feature
Notable features
  • Interleaved thinking for kimi k2 and glm5 models
  • Headless browser search toolkit with stealth enhancements
  • Extended prompt caching support to more providers
v0.2.87 Bug fix

## What's Changed * chore: enhance quality chcek prompt * temporary fix: eigent 1223

v0.2.86 Breaking risk
Notable features
  • Prompt caching support for multiple model providers
  • Browser visual pixel mode for improved interaction
  • File upload and download tools
v0.2.85 Mixed
Notable features
  • Support for Zhipu GLM 4.1V-thinking, 4.5, 4.6, and 4.7 models
Full changelog

What's Changed

  • minor: update broken links for api keys/docs by @JINO-ROHIT in https://github.com/camel-ai/camel/pull/3727
  • chore: Update model doc and zhipu model by @fengju0213 in https://github.com/camel-ai/camel/pull/3722
  • fix: ChatAgent memory setter issue by @Wendong-Fan in https://github.com/camel-ai/camel/pull/3734
  • Fix:if window_size==0 will return all the sliding_messages. by @jinghuan-Chen in https://github.com/camel-ai/camel/pull/3726
  • fix llm guard by @JINO-ROHIT in https://github.com/camel-ai/camel/pull/3736
  • fix: agent_pool_race_condition by @nitpicker55555 in https://github.com/camel-ai/camel/pull/3740
  • chore: browser popup handel by @nitpicker55555 in https://github.com/camel-ai/camel/pull/3741
  • fix: daytona interface by @Wendong-Fan in https://github.com/camel-ai/camel/pull/3747
  • chore: update data common toolkit to v2 api by @JINO-ROHIT in https://github.com/camel-ai/camel/pull/3750
  • fix: add named args for daytona by @JINO-ROHIT in https://github.com/camel-ai/camel/pull/3746
  • feat: Add Zhipu's GLM 4.1V-thinking, 4.5, 4.6 and 4.7 by @Inokinoki in https://github.com/camel-ai/camel/pull/3730
  • fix: detect AsyncChatCompletionStreamManager by class name by @MkDev11 in https://github.com/camel-ai/camel/pull/3743
  • release: v 0.2.85 by @Wendong-Fan in https://github.com/camel-ai/camel/pull/3754

New Contributors

  • @jinghuan-Chen made their first contribution in https://github.com/camel-ai/camel/pull/3726
  • @Inokinoki made their first contribution in https://github.com/camel-ai/camel/pull/3730
  • @MkDev11 made their first contribution in https://github.com/camel-ai/camel/pull/3743

Full Changelog: https://github.com/camel-ai/camel/compare/v0.2.84...v0.2.85

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