Bringing Developers Together to Explore
New Tools & Scaling Laws in Multi-Agent Systems

How Data Drives LLM Pretraining: Methods, Tips, and Best Practices

Discover key data strategies for LLM pretraining, from collection to quality control, ensuring better model performance and accuracy.

Bridging Minds and Machines: Agents with Human-in-the-Loop – Frontier Research, Real-World Impact, and Tomorrow’s Possibilities

This post covers Human-in-the-Loop, including CAMEL, enabling AI to consult humans, seek approvals, and enhance decision-making.

Distilling Mathematical Reasoning Data from DeepSeek R1 with CAMEL-AI

A technical guide on leveraging CAMEL-AI to generate high-quality mathematical reasoning datasets with detailed step-by-step solutions

CAMEL Release notes [Sprint 14]

Explore Sprint 14 updates with CAMEL-AI's latest toolkits and other enhancement.

Live Talk on "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents"

Live Talk on "AppWorld: A Controllable World of Apps and People for Benchmarking Interactive Coding Agents"

Create AI Agents that work with your PDFs using Chunkr, CAMEL-AI & Mistral AI

Learn how to work with PDFs using Chunkr with CAMEL

Build Multi-Turn Advanced AI Agents with CAMEL-AI

CAMEL-AI with Ollama - Run Agents with Local Models Easily - Hands on

Learn how to build custom AI chatbots locally with Fahd Mirza

OASIS: Open Agent Social Interaction Simulations with One Million Agents

🏝️ OASIS is a scalable, open-source social media simulator that can realistically mimic the behaviour of up to one million users.

Exploring AI and Trust: A Conversation with Groundbreaking Researchers

Can LLMs simulate human trust? Discover the journey behind a NeurIPS-cited study bridging AI and human behavior.

We have added the Workforce module

Workforce: A dynamic multi-agent system where agents collaborate, adapt, and solve tasks in real-time with hierarchical coordination.

CAMEL Release notes [Sprint 13]

Explore Sprint 13 updates with CAMEL-AI's latest toolkits, advancing AI research and fostering global innovation.

🔥 3 Ways to Supercharge CAMEL Agents with Web Data Using Firecrawl

Learn how to create AI agents that can do data digestion perfectly using Firecrawl with CAMEL

CAMEL Release notes [Sprint 12]

Sprint 12 adds OpenAI's o1 models for advanced reasoning, SambaNova Cloud API support, and Nebula Graph for improved data storage.

CAMEL Release notes [Sprint 11]

Explore our latest features, including subprocess support, new tools, and improved stability for a seamless AI experience!

The Mission at CAMEL-AI.org: Finding the Scaling Laws of Agents

At CAMEL-AI.org, we explore multi-agent systems, driving innovation in AI through diversity, scalability, and collaboration.

CAMEL Release notes [Sprint 10]

CAMEL-AI.org updates include Reka multimodal models, SambaNova efficiency boosts, and new AI tools. The aim is to enhance AI-human harmony a

CAMEL Release notes [Sprint 9]

We’ve rolled out updates to enhance agent observability, streamline web scraping, and improve memory management.

Get started with Model Calling - CAMEL 101

CAMEL enables easy integration of AI models for text, image tasks, and more, fostering adaptable and versatile AI applications.

CAMEL Release Notes [Sprint 8]

Discover CAMEL's latest updates, including GPT-4o mini integration, structured responses, and object storage support. Elevate your AI experi

Getting Started with Agent Tool Usage - CAMEL 101

Learn to enhance AI agents using custom tools in CAMEL, from simple calculators to multi-agent systems. Dive into the tutorial today!

CAMEL Release Notes [Sprint 7]

Explore our latest updates, including the Workforce Module, Azure integration, and DALL-E for enhanced agent capabilities!

CRAB: Cross-environment Agent Benchmark for Multimodal Language Model Agents

Discover CRAB, the groundbreaking framework by CAMEL-AI that empowers agents to operate across multiple devices simultaneously.

CAMEL Release Notes [Sprint 5 & 6]

This week, CAMEL-AI introduces new tools, including a Discord bot with RAG, Redis cache storage, and Docker support for code execution!

CAMEL Release Notes [Sprint 4]

Check out CAMEL-AI's latest updates, featuring new AI integrations and tools for improved functionality and collaboration!

Get started with Retrieval-Augmented Generation (RAG) -CAMEL 101

A tutorial of how to get started with Retrieval-Augmented Generation (RAG)

[Week 1 of June]

This release introduces new features, integrations, and crucial bug fixes. So, here’s what’s new!

[Week 4 of May]

This release features new integrations for knowledge graph storage and social media, plus crucial bug fixes and model updates.

Set up your first Agent in 120 seconds

ChatAgent guides conversations autonomously with roles, memory, and reasoning. Explore AI-human collaboration at CAMEL-AI.org.