Lagent

A lightweight framework for building LLM-based agents

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Stable

License

Open Source

Data freshness

Aging · Jun 8, 2026

Overview

What is Lagent?

Lagent is a lightweight framework designed to simplify the development of large language model-based agents. It provides essential tools and utilities to streamline agent creation, making it easier for developers to integrate AI into their applications.

Key differentiator

Lagent stands out as a lightweight and flexible solution for building LLM-based agents, offering ease of integration and minimal overhead compared to more complex frameworks.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Lightweight and easy to integrate into existing projectsmedium

Supports a wide range of LLM models for agent developmentmedium

Flexible configuration options for customizing agent behaviormedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited third-party integration supporthigh

Officially supports only a few popular LLM models, others require custom implementation

Small community and limited documentationmedium

GitHub issues are infrequently addressed; Sparse example projects and tutorials

Fit analysis

Who is it for?

✓ Best for

Teams looking to quickly prototype and deploy LLM-based agents without heavy dependencies

Developers who need a lightweight framework that integrates seamlessly with Python projects

✕ Not a fit for

Projects requiring real-time, high-performance agent interactions where latency is critical

Scenarios needing extensive customization beyond what the framework provides out-of-the-box

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

Next step

Get Started with Lagent

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →