What My Project Does

Coagent is an open-source framework for building monolithic or distributed agentic systems, ranging from simple LLM calls to compositional workflows and autonomous agents.

Target Audience

Anyone who wants to build LLM-based applications or agentic systems.

Comparison

While there're already many other agent frameworks, Coagent has some unique advantages:

• Event-driven & Scalable on-demand
• Easy to develop and understand, whether monolithic or distributed
• Practical LLM Patterns are well supported
• Multi-language support made easy
• Support any LLM

Quick Example

import os
    
from coagent.agents import ChatAgent, ChatMessage, ModelClient
from coagent.core import AgentSpec, new
from coagent.runtimes import LocalRuntime
    
translator = AgentSpec(
    "translator",
    new(
        ChatAgent,
        system="You are a professional translator that can translate English to Chinese.",
        client=ModelClient(model="openai/gpt-4o", api_key=os.getenv("OPENAI_API_KEY")),
    ),
)
    
async def main():
    async with LocalRuntime() as runtime:
        await runtime.register(translator)
    
        result = await translator.run(
            ChatMessage(role="user", content="Hello, world!").encode(),
            stream=True,
        )
        async for chunk in result:
            msg = ChatMessage.decode(chunk)
            print(msg.content, end="", flush=True)

For details, see OpenCSGs/coagent.