AgentFlow

Complex LLM Workflows from Simple JSON

DecliningOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Cooling

License

Open Source

Data freshness

Verified · Jul 12, 2026

Overview

What is AgentFlow?

AgentFlow simplifies the creation and management of complex workflows for large language models using simple JSON configurations, making it easier to orchestrate AI tasks.

Key differentiator

AgentFlow stands out by offering a simple JSON configuration approach to manage complex workflows, making it accessible and flexible for developers working with large language models.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Simplifies complex workflows with JSON configurationsmedium

Easily integrates with various large language modelsmedium

Flexible and customizable for different use casesmedium

↓ 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 documentation for advanced use caseshigh

Official docs lack examples and explanations for complex workflows

Performance issues with large-scale deploymentsmedium

Not optimized for handling very high throughput or concurrent requests

Fit analysis

Who is it for?

✓ Best for

Developers building complex workflows with large language models who prefer JSON-based configurations

Research teams working on NLP projects that require flexible and customizable pipelines

✕ Not a fit for

Teams needing real-time streaming capabilities (AgentFlow is batch-oriented)

Projects requiring a web UI for workflow management (it's library-based)

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 AgentFlow

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

View Setup Guide →