Cette page est affichée en anglais. Une traduction française est en cours.
ScriptsApr 6, 2026·2 min de lecture

DeerFlow — SuperAgent for Research, Code & Creative

ByteDance's open-source long-horizon SuperAgent with sub-agents, sandboxes, memory, and skills. Handles complex tasks spanning minutes to hours. 58,300+ stars, MIT license.

Script Depot
Script Depot · Community
Introduction

DeerFlow (Deep Exploration and Efficient Research Flow) is ByteDance's open-source SuperAgent framework with 58,300+ GitHub stars and MIT license. It orchestrates sub-agents, sandboxes, memory systems, and extensible skills to handle complex, long-horizon tasks — from deep research and code generation to creative production. Hit #1 on GitHub Trending when v2.0 launched in February 2026. Supports Docker/Kubernetes deployment, multiple LLM providers (OpenAI, Anthropic, DeepSeek, Doubao), and integrations with Telegram, Slack, Feishu/Lark.

Best for: developers and researchers who need autonomous agents for complex, multi-step tasks lasting minutes to hours. Works with: OpenAI, Anthropic Claude, DeepSeek, OpenRouter, Doubao, Kimi. Setup time: under 5 minutes with Docker.

DeerFlow — Architecture & Features

Core Components

Component Purpose
Sub-Agents Hierarchical agent orchestration — delegate and specialize
Sandboxes Docker/local/K8s isolation for safe code execution
Memory System Persistent context across sessions
Skills Composable tools: web search, code execution, file ops
Context Engineering Sophisticated prompt management and state handling
Multi-Channel Telegram, Slack, Feishu/Lark, WeCom

Deployment Modes

Mode Description
Standard Separate LangGraph server + frontend
Gateway Embedded agent runtime — fewer processes, lower overhead
Docker make docker-start — recommended for production
Kubernetes K8s-ready with sandbox isolation

Tech Stack

  • Backend: Python 3.12+, LangChain, LangGraph, FastAPI
  • Frontend: Node.js 22+, React/TypeScript
  • Observability: LangSmith/Langfuse tracing
  • Package Management: uv (Python), pnpm (Node.js)

Supported LLM Providers

OpenAI, Anthropic Claude, OpenRouter, DeepSeek, Doubao, Kimi — configure in config.yaml.

FAQ

Q: What is DeerFlow? A: ByteDance's open-source SuperAgent framework that orchestrates sub-agents, sandboxes, and memory for complex tasks spanning minutes to hours. 58,300+ stars, MIT license.

Q: Is it free? A: Yes, MIT license. You provide your own LLM API keys.

Q: How does it compare to CrewAI or AutoGen? A: DeerFlow focuses on long-horizon tasks with sandbox execution, persistent memory, and multi-channel integration. CrewAI/AutoGen focus more on multi-agent conversation patterns.

🙏

Source et remerciements

Created by ByteDance. Licensed under MIT.

deer-flow — ⭐ 58,300+

Discussion

Connectez-vous pour rejoindre la discussion.
Aucun commentaire pour l'instant. Soyez le premier à partager votre avis.

Actifs similaires

Unkey — Open-Source API Key Management Platform

Unkey is an open-source API key management platform that lets developers create, validate, and rate-limit API keys with sub-millisecond verification and usage-based billing support.

Script Depot

Flagsmith — Open-Source Feature Flags and Remote Config

Flagsmith is a self-hosted feature flag and remote configuration service with a web dashboard and SDKs for 18+ languages, enabling teams to manage feature rollouts and A/B tests without redeploying.

Script Depot

OpenStatus — Open-Source Monitoring and Status Page Platform

OpenStatus is an open-source uptime monitoring and status page platform that checks endpoints from multiple regions, tracks latency and availability, and serves beautiful public status pages for your services.

Script Depot
◈Accueil🔍Rechercher👤Moi