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编排

智能体框架、系统提示词、子智能体配置、工具调用、MCP 服务和插件生态。

23 仓库 智能体 更新于 7月16日
专题指南

如何使用这个编排索引

编排页面收录了 GitHub 上较受关注的开源项目,并按标签、语言和实际使用场景组织。它适合作为初筛入口,帮助你在打开具体仓库前先理解方向、比较工具并形成候选清单。

适合什么时候使用

  • 寻找与编排相关的成熟开源项目。
  • 比较仓库热度、语言、标签和适用场景。
  • 在深入技术调研前建立候选列表。
  • 通过相关专题发现相邻方向。

如何选择

  • 优先选择与你的语言、运行时和部署方式匹配的项目。
  • 采用前检查近期提交、Issue 活跃度、文档质量和许可证。
  • 星标只能说明流行度,不能直接代表适配度或生产可用性。
  • 这个专题中常见语言包括 TypeScript, Python, JavaScript。
  • 常见标签包括 Operations, ai, automation, Python, ai-agents。

编排 仓库

23 个仓库按 GitHub stars 排序。需要实时筛选时可以打开交互式浏览器。

交互式浏览

dify

剧本写作

Production-ready platform for agentic workflow development.

AIGCTypeScriptagentagentic-aiagentic-frameworkagentic-workflow

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
149k stars TypeScript
GitHub

crewAI

综合

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

AIGCPythonagentsaiai-agentsaiagentframework

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
56k stars Python
GitHub

airflow

可观测性

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

OperationsPythonairflowapacheapache-airflowautomation

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
46k stars Python
GitHub

ToolJet

容器

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

OperationsJavaScriptai-app-builderdockerhacktoberfestinternal-applications

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for JavaScript projects
  • Open GitHub for documentation, examples, and issues
38k stars JavaScript
GitHub

compose

容器

Define and run multi-container applications with Docker

OperationsGodockerdocker-composegogolang

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
38k stars Go
GitHub

kestra

综合

Event Driven Orchestration & Scheduling Platform for Mission Critical Applications

OperationsJavaai-agentsautomationcontrol-planedata-engineering

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
27k stars Java
GitHub

dapr

消息队列

Dapr is a portable runtime for building distributed applications across cloud and edge, combining event-driven architecture with workflow orchestration.

BackendGocontainersevent-drivenkubernetesmicroservice

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
26k stars Go
GitHub

haystack

框架

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.

FrontendMDXagentagentsaigemini

适合场景

  • Explore a popular frontend repository
  • Study implementation patterns for MDX projects
  • Open GitHub for documentation, examples, and issues
26k stars MDX
GitHub

rancher

容器

Complete container management platform

OperationsGocattlecontainersdockerkubernetes

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
26k stars Go
GitHub

awesome-n8n-templates

CI/CD

280+ free n8n automation templates — ready-to-use workflows for Gmail, Telegram, Slack, Discord, WhatsApp, Google Drive, Notion, OpenAI, and more. AI agents, RAG chatbots, email automation, social media, DevOps, and document processing. The largest open-source n8n template collection.

Operationsai-agentsai-automationautomationautomation-templatesawesome

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for software projects
  • Open GitHub for documentation, examples, and issues
24k stars
GitHub

prefect

基础设施即代码

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

OperationsPythonautomationdatadata-engineeringdata-ops

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
23k stars Python
GitHub

GenAI_Agents

对白设计

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.

AIGCJupyter Notebookagentic-aiagentsaiai-agents

适合场景

  • Explore a popular aigc repository
  • Study implementation patterns for Jupyter Notebook projects
  • Open GitHub for documentation, examples, and issues
23k stars Jupyter Notebook
GitHub

skyvern

端到端测试

Automate browser based workflows with AI

Automated TestingPythonaiapiautomationbrowser

适合场景

  • Explore a popular automated testing repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
22k stars Python
GitHub

opik

CI/CD

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

OperationsPythonevaluationhacktoberfesthacktoberfest2025langchain

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
21k stars Python
GitHub

RagaAI-Catalyst

CI/CD

Python SDK for Agent AI Observability, Monitoring and Evaluation Framework. Includes features like agent, llm and tools tracing, debugging multi-agentic system, self-hosted dashboard and advanced analytics with timeline and execution graph view

OperationsPythonagentic-aiagentic-ai-developmentagentneoagents

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
16k stars Python
GitHub

task

综合

A fast, cross-platform build tool inspired by Make, designed for modern workflows.

OperationsGobuild-tooldevopsgomake

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
16k stars Go
GitHub

nanobrowser

端到端测试

Open-Source Chrome extension for AI-powered web automation. Run multi-agent workflows using your own LLM API key. Alternative to OpenAI Operator.

Automated TestingTypeScriptagentaiai-agentsai-tools

适合场景

  • Explore a popular automated testing repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
13k stars TypeScript
GitHub

bisheng

可观测性

BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level System Management, Observability and more.

OperationsTypeScriptagentaichatbotenterprise

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for TypeScript projects
  • Open GitHub for documentation, examples, and issues
12k stars TypeScript
GitHub

Activiti

数据库与 ORM

Activiti is a light-weight workflow and Business Process Management (BPM) Platform targeted at business people, developers and system admins. Its core is a super-fast and rock-solid BPMN 2 process engine for Java. It's open-source and distributed under the Apache license. Activiti runs in any Java application, on a server, on a cluster or in the cloud. It integrates perfectly with Spring, it is extremely lightweight and based on simple concepts.

BackendJavaactivitibpmbpmnbusiness-process

适合场景

  • Explore a popular backend repository
  • Study implementation patterns for Java projects
  • Open GitHub for documentation, examples, and issues
11k stars Java
GitHub

terragrunt

基础设施即代码

Terragrunt is a flexible orchestration tool that allows Infrastructure as Code written in OpenTofu/Terraform to scale.

OperationsGoawsclideveloper-toolsdevops

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Go projects
  • Open GitHub for documentation, examples, and issues
9.7k stars Go
GitHub

checkov

容器

Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.

OperationsPythonawsaws-securityazurecloudformation

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Python projects
  • Open GitHub for documentation, examples, and issues
8.9k stars Python
GitHub

plano

可观测性

Plano is an AI-native proxy and data plane for agentic apps — with built-in orchestration, safety, observability, and smart LLM routing so you stay focused on your agents core logic.

OperationsRustai-gatewayai-gateway-supportenvoyenvoyproxy

适合场景

  • Explore a popular operations repository
  • Study implementation patterns for Rust projects
  • Open GitHub for documentation, examples, and issues
6.9k stars Rust
GitHub

DevOpsGPT

文档

Multi agent system for AI-driven software development. Combine LLM with DevOps tools to convert natural language requirements into working software. Supports any development language and extends the existing code.

Software ProductHTML

适合场景

  • Explore a popular software product repository
  • Study implementation patterns for HTML projects
  • Open GitHub for documentation, examples, and issues
6.0k stars HTML
GitHub