Llama Agents
Async-first framework for building multi-agent systems with distributed tool execution and human-in-the-loop capabilities.
Pricing
Free tier
Flat rate
Adoption
→StableLicense
Open Source
Data freshness
Aging · Jun 8, 2026Overview
What is Llama Agents?
Llama Agents is an async-first framework designed to build, iterate, and productionize multi-agent systems. It supports features like multi-agent communication, distributed tool execution, and human-in-the-loop processes, making it a powerful tool for complex system development.
Key differentiator
“Llama Agents stands out as an async-first framework that provides robust support for building, iterating on, and productionizing multi-agent systems with a focus on distributed tool execution and human-in-the-loop processes.”
Capability profile
Capability Radar
Honest assessment
Strengths & Weaknesses
↑ Strengths
↓ Weaknesses
API requires Python-specific patterns, TypeScript SDK is community-maintained
v0.1 to v0.2 migration required rewriting chain definitions
Primary support for Python, limited official SDKs for other languages
Requires setting up multiple services and dependencies for full functionality
Fit analysis
Who is it for?
✓ Best for
Developers building complex, asynchronous multi-agent systems that require efficient communication and distributed execution.
Teams needing to integrate human-in-the-loop processes in their AI applications.
✕ Not a fit for
Projects requiring real-time streaming capabilities (Llama Agents is designed for batch processing).
Applications where simplicity and ease of use are prioritized over advanced features.
Cost structure
Pricing
Free Tier
Available
Open source — free to use
Starts at
$0
Model
Flat rate
Enterprise
None
Performance benchmarks
How Fast Is It?
Ecosystem
Relationships
Works well with
Integrations
Next step
Get Started with Llama Agents
Step-by-step setup guide with code examples and common gotchas.