CAMEL is the world's first multi-agent system. It is designed to be data-driven, stateful, and agent-friendly. 1. Data Generation. The Chain of Thought (CoT) data generation module implements …

🐫 CAMEL is an open-source community dedicated to finding the scaling laws of agents. We believe that studying these agents on a large scale offers valuable insights into their behaviors, …

Finding the Scaling Law of Agents: The First and the Best Multi-Agent Framework. CAMEL emerges as the earliest LLM-based multi-agent framework, and is now a generic framework to …

Apr 3, 2025 · CAMEL-AI.org advances multi-agent AI by scaling environments and shifting from prompt engineering to RL for smarter, adaptive agents. Learn how OWL uses MCP to …

Feb 14, 2025 · Apache Camel AI is a set of components that allow various AI-related technologies to be integrated with Camel. Nowadays, LLMs such as OpenAI ChatGPT and Meta Llama are …

The model is the brain of the intelligent agent, responsible for intelligent agent, processing all input and output data to execute tasks such as text analysis, image recognition, and complex …

Nov 11, 2024 · In this tutorial video, Fahd Mirza demonstrates building local AI agents using CAMEL-AI and Ollama. He creates a real estate chatbot as an example, showing the full setup …

2 days ago · The research team tested CaMeL against the AgentDojo benchmark, a suite of tasks and adversarial attacks that simulate real-world AI agent usage. It reportedly demonstrated a …

CAMEL allows AI agents to extend their capabilities by integrating custom tools, similar to how humans use tools to surpass natural limits. This tutorial shows how to set up and customize …

Mar 11, 2025 · The most important facts about the CAMEL-AI update: Multi-agent framework aims to establish immensely scalable systems that support millions of agents simultaneously. Core …