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CAMEL-AI Tech Stack

Built on state-of-the-art CAMEL/OASIS research with open benchmarks and datasets. Explore the full technology stack powering multi-agent AI systems.
Updated on March 23, 2026

Agent

Single-agent

Agent Society

Multi-agent

Data Generation

Models

Tools

Memories

Storage

Key-Value Storage:

Vector Storage:

Graph Storage:

Object Storage:

Data Loaders

Environments

Interpreters

Retrievers

Runtime

Verifier

MCP

Human in the Loop

Observe

Finding the Scaling Laws of Agents.

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CAMEL-AICAMEL-AI

Building the world's first and best multi-agent framework to power autonomous, reliable AI workforces.

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Product

Open Source CoworkEnvironments for Agents

Research

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Community

Community HubAmbassadorMCP

Framework

Information RetrievalSoftware EngineeringMultimodalEmbodied AISocial SimulationDomain-specific

Resources

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