Swarm

Swarm

OpenAI
+
+

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About

​The OpenAI Agents SDK enables you to build agentic AI apps in a lightweight, easy-to-use package with very few abstractions. It's a production-ready upgrade of our previous experimentation for agents, Swarm. The Agents SDK has a very small set of primitives, agents, which are LLMs equipped with instructions and tools; handoffs, which allow agents to delegate to other agents for specific tasks; and guardrails, which enable the inputs to agents to be validated. In combination with Python, these primitives are powerful enough to express complex relationships between tools and agents, and allow you to build real-world applications without a steep learning curve. In addition, the SDK comes with built-in tracing that lets you visualize and debug your agentic flows, evaluate them, and even fine-tune models for your application.

About

​Swarm is an experimental, educational framework developed by OpenAI to explore ergonomic, lightweight multi-agent orchestration. It is designed to be scalable and highly customizable, making it suitable for scenarios involving a large number of independent capabilities and instructions that are challenging to encode into a single prompt. Swarm operates entirely on the client side and, like the Chat Completions API it utilizes, does not store state between calls. This stateless nature allows for the construction of scalable, real-world solutions without a steep learning curve. Swarm agents are distinct from assistants in the assistants API; they are named similarly for convenience but are otherwise completely unrelated. It includes examples demonstrating fundamentals such as setup, function calling, handoffs, and context variables, as well as more complex scenarios like a multi-agent setup for handling different customer service requests in an airline context.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

Audience

Python developers requiring a tool to build modular, multi-agent AI applications with minimal overhead

Audience

AI researchers and developers interested in a tool to experiment with multi-agent orchestration patterns to build scalable, stateless AI systems

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

Free
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

OpenAI
Founded: 2015
United States
openai.github.io/openai-agents-python/

Company Information

OpenAI
Founded: 2015
United States
github.com/openai/swarm

Alternatives

Alternatives

LangGraph

LangGraph

LangChain
Swarm

Swarm

OpenAI

Categories

Agentic AI Supported
AI Agent Builders Supported
AI SDKs Supported

Categories

Agentic AI Supported
AI Agent Builders Supported

Integrations

Python Supported
Agent Control Supported
Apify Supported
Brainpercent Supported
Concentrate AI Supported
Dock Supported
Hindsight Supported
LagRank Supported
Meta Model API Supported
Muse Spark Supported
Muse Spark 1.1 Supported
Muse Spark 1.2 Supported
Muse Spark 1.3 Supported
OpenAI Not Supported
Pillar Security Not Supported
Prefactor Supported
Traccia Supported

Integrations

Python Supported
Agent Control Not Supported
Apify Not Supported
Brainpercent Not Supported
Concentrate AI Not Supported
Dock Not Supported
Hindsight Not Supported
LagRank Not Supported
Meta Model API Not Supported
Muse Spark Not Supported
Muse Spark 1.1 Not Supported
Muse Spark 1.2 Not Supported
Muse Spark 1.3 Not Supported
OpenAI Supported
Pillar Security Supported
Prefactor Not Supported
Traccia Not Supported
Claim OpenAI Agents SDK and update features and information
Claim OpenAI Agents SDK and update features and information
Claim Swarm and update features and information
Claim Swarm and update features and information