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langgenius /dify

Star89.1k

Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production.

python agent workflow ai nextjs chatbot orchestration gemini openai gpt workflows backend-as-a-service rag gpt-4 llm llmops anthropic genai llama3

UpdatedApr 3, 2025
TypeScript

apache /airflow

Star39.5k

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

python workflow data-science machine-learning airflow automation etl workflow-engine scheduler apache orchestration data-engineering data-integration elt data-pipelines dag apache-airflow mlops workflow-orchestration data-orchestrator

UpdatedApr 3, 2025
Python

docker /compose

Star35.1k

Define and run multi-container applications with Docker

go docker golang docker-compose orchestration

UpdatedApr 3, 2025
Go

statelyai /xstate

Star28k

Actor-based state management & orchestration for complex app logic.

javascript workflow typescript interpreter state-management fsm state-machine statechart state background-jobs orchestration visualizer finite-state-machine hacktoberfest scxml statecharts

UpdatedApr 3, 2025
TypeScript

rancher /rancher

Star24k

Complete container management platform

docker kubernetes containers rancher orchestration cattle

UpdatedApr 3, 2025
Go

jina-ai /serve

Star21.5k

☁️ Build multimodal AI applications with cloud-native stack

docker kubernetes machine-learning framework deep-learning microservice pipeline cncf grpc prometheus orchestration cloud-native jaeger multimodal mlops fastapi opentelemetry neural-search generative-ai llmops

UpdatedMar 24, 2025
Python

PrefectHQ /prefect

Star18.9k

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

python infrastructure workflow data-science data automation pipeline workflow-engine orchestration data-engineering observability prefect data-ops ml-ops

UpdatedApr 3, 2025
Python

Avaiga /taipy

Star17.9k

Turns Data and AI algorithms into production-ready web applications in no time.

python workflow automation pipeline job-scheduler pipelines data-visualization orchestration datascience data-engineering developer-tools data-integration scenario hacktoberfest mlops data-ops scenario-analysis hacktoberfest2023 taipy-core taipy-gui

UpdatedApr 3, 2025
Python

kestra-io /kestra

Star16.7k

⚡ Workflow Automation Platform. Orchestrate & Schedule code in any language, run anywhere, 500+ plugins. Alternative to Zapier, Rundeck, Camunda, Airflow...

java workflow devops automation pipeline orchestration infrastructure-as-code high-availability low-code pipeline-as-code lowcode data-orchestration

UpdatedApr 3, 2025
Java

juspay /hyperswitch

Star15.5k

An open source payments switch written in Rust to make payments fast, reliable and affordable

rust redis open-source finance sdk high-performance postgresql payments orchestration restful-api beginner-friendly hacktoberfest featured works-with-react

UpdatedApr 3, 2025
Rust

apache /dolphinscheduler

Star13.4k

Apache DolphinScheduler is the modern data orchestration platform. Agile to create high performance workflow with low-code

workflow airflow job-scheduler orchestration cloud-native task-scheduler data-pipelines azkaban workflow-orchestration workflow-schedule powerful-data-pipelines

UpdatedApr 3, 2025
Java

dagster-io /dagster

Star12.8k

An orchestration platform for the development, production, and observation of data assets.

python metadata workflow data-science etl analytics scheduler orchestration data-engineering data-integration data-pipelines workflow-automation mlops dagster data-orchestrator

UpdatedApr 3, 2025
Python

docker /labs

Star11.6k

This is a collection of tutorials for learning how to use Docker with various tools. Contributions welcome.

java windows docker security dotnet docker-compose containers lab orchestration swarm swarm-mode docker-tutorial

UpdatedJul 27, 2023
PHP

triggerdotdev /trigger.dev

Sponsor

Star10.6k

Trigger.dev – open source background jobs and AI infrastructure

events integrations automation serverless nextjs scheduler background-jobs orchestration

UpdatedApr 2, 2025
TypeScript

mage-ai /mage-ai

Star8.2k

🧙 Build, run, and manage data pipelines for integrating and transforming data.

python data-science data machine-learning sql spark pipeline etl pipelines orchestration artificial-intelligence data-engineering data-integration dbt elt transformation data-pipelines reverse-etl

UpdatedApr 1, 2025
Python

dataelement /bisheng

Star8k

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.