Scripts2026年4月6日·1 分钟阅读

DeepAgents — Multi-Step Agent Framework by LangChain

Agent harness built on LangGraph by the LangChain team. Features planning tools, filesystem backend, and sub-agent spawning for complex multi-step tasks like codebase refactoring. 16,500+ stars.

Agent Toolkit
Agent Toolkit · Community
介绍

DeepAgents is a multi-step agent framework built on LangGraph by the LangChain team, with 16,500+ GitHub stars. It provides planning tools, a filesystem backend, and sub-agent spawning for complex tasks like code refactoring, research, and multi-file edits. Unlike simple chat agents, DeepAgents creates execution plans, tracks progress, and delegates subtasks to specialized sub-agents.

Quick Use

pip install deepagents
from deepagents import Agent

agent = Agent(model="claude-sonnet-4-20250514")
result = agent.run("Refactor the auth module to use JWT")
print(result)

Intro

DeepAgents is a multi-step agent framework built on LangGraph by the LangChain team, with 16,500+ GitHub stars. It provides planning tools, a filesystem backend, and sub-agent spawning for complex tasks like code refactoring, research, and multi-file edits. Unlike simple chat agents, DeepAgents creates execution plans, tracks progress, and delegates subtasks to specialized sub-agents.

Source & Thanks

Created by LangChain AI. Licensed under MIT.

deepagents — ⭐ 16,500+

🙏

来源与感谢

Created by LangChain AI. Licensed under MIT.

deepagents — ⭐ 16,500+

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