Agents
Open-source framework for autonomous language agents
Pricing
Free tier
Flat rate
Adoption
↘CoolingLicense
Open Source
Data freshness
Verified · Jul 12, 2026Overview
What is Agents?
An open-source framework designed to create data-centric and self-evolving autonomous language agents. It empowers developers to build intelligent systems that can evolve over time.
Key differentiator
“Agents stands out as an open-source framework that focuses on creating autonomous language agents capable of self-evolution and data-centric improvements over time.”
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 SDKs for other languages are community-maintained and may lack features
Benchmark tests show significant slowdown in agent response times with more than 10 concurrent requests
Fit analysis
Who is it for?
✓ Best for
Teams looking to build self-evolving language agents with a focus on continuous improvement through data
Projects requiring autonomous systems capable of making decisions and learning from interactions
✕ Not a fit for
Applications needing real-time interaction without the need for evolving capabilities
Scenarios where static, non-learning models are sufficient or preferred
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
Alternatives
Integrations
Next step
Get Started with Agents
Step-by-step setup guide with code examples and common gotchas.