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Open source multi-agent framework.Star on GitHub

Build
$
Agentic AI
with Multi-Agent Intelligence

Orchestrate sophisticated multi-agent systems with intelligent task distribution, human-in-the-loop control, and cost-optimized model integration

Quick Install

Get started with AgentX in seconds

pip install agentx-py
Or install from source:
git clone https://github.com/dustland/agentx.git
cd agentx && pip install -e .

Autonomous AI + Human Oversight

The future of intelligent automation — where AI autonomy capabilities seamlessly integrate with human expertise for optimal decision-making

Multi-Agent Autonomy

Intelligent orchestration of self-organizing agent networks that coordinate workloads and scale operations autonomously.

Human in the Loop

Governance frameworks with human intervention at critical decision points. Define workflows, compliance boundaries, and ethical standards.

Cost Efficiency

Native support for high-performance, low-cost models like DeepSeek, Claude Haiku, and Gemini Flash. Up to 90% cost reduction with intelligent optimization.

Key Features

Enterprise-grade capabilities for building sophisticated multi-agent architectures

Multi-Agent Orchestration

Intelligent task distribution and dynamic load balancing for complex multi-agent workflows.

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Extensible Tools

Native integrations for web APIs, file systems, databases, and custom tool development.

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Persistent Memory

Contextual retention, semantic search, and distributed state persistence across agent networks.

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Events

Real-time coordination, fault tolerance, and scalable inter-agent communication infrastructure.

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Observability

Distributed tracing, performance metrics, and intelligent debugging for production deployments.

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Configuration-Driven

Configure agents and teams through simple YAML and Markdown. Almost no code required.

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Ready to understand how it all works together?

Explore the Architecture

Suitable For

Engineered for diverse applications across industries and research domains

Agentic Apps

Build intelligent applications where AI agents autonomously handle complex workflows while maintaining human oversight for critical decisions.

Academic Research

Deploy collaborative research teams that systematically gather data, conduct analysis, and synthesize findings across multiple domains and sources.

Operational Excellence

Streamline enterprise operations through intelligent automation, real-time monitoring, and adaptive process optimization at scale.

Creative Innovation

Accelerate creative processes through AI-assisted ideation, content generation, and iterative design workflows for marketing and product development.

Ready to Deploy Intelligent Agents?

Join industry leaders building the next generation of AI systems with true autonomy