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jina-ai/serve

Build and deploy AI services with cloud-native stack

21.8K
Experimental
Python
AI Model Serving
Containerization
Python
#cloud-native#ai-serving#docker

PrefectHQ/prefect

Workflow orchestration for resilient data pipelines in Python

21.8K
Active
Python
ETL & Pipelines
CI/CD
Python
#data-pipelines#orchestration#workflow-automation

openai/swarm

Educational framework for lightweight multi-agent orchestration

21.1K
Experimental
Python
Agent Coordination
Agents & Orchestration
Python
#multi-agent#orchestration#ai-agents

ruvnet/ruflo

A leading agent orchestration platform for Anthropic's Claude AI, enabling multi-agent workflows, distributed swarm intelligence, and conversational AI systems.

19.1K
Active
TypeScript
Agents & Orchestration
TypeScript
#agentic-ai#multi-agent#swarm-intelligence

Avaiga/taipy

Taipy is a Python library that helps developers turn data and AI algorithms into production-ready web apps quickly.

19.1K
Active
Python
Agents & Orchestration
Python
#data-engineering#data-ops#data-visualization

spotify/luigi

Luigi is a Python module that helps developers build complex batch job pipelines with dependency management and workflow orchestration.

18.7K
Active
Python
API Frameworks
#pipeline#batch-processing#dependency-management

temporalio/temporal

Temporal is a microservice orchestration framework that helps developers build scalable, resilient, and observable distributed applications.

18.7K
Active
Go
API Frameworks
Go
#microservices#distributed-systems#workflow-automation

humanlayer/12-factor-agents

A framework for building LLM-powered software that is production-ready and follows 12-factor principles.

18.5K
Stable
TypeScript
LLM Frameworks
TypeScript
#12-factor#agents#llms

hashicorp/nomad

Nomad is a flexible and scalable workload orchestrator that can deploy a mix of applications including containerized, microservice, and non-containerized workloads.

16.3K
Active
Go
API Frameworks
#workload-orchestration#containerization#microservices

ramitsurana/awesome-kubernetes

A curated list of awesome Kubernetes resources for developers working with container orchestration.

15.8K
Stable
Shell
Containerization
#kubernetes#cloud-infrastructure#container-orchestration

dagster-io/dagster

An open-source data orchestration platform for developing, running, and observing data pipelines and workflows.

15.1K
Active
Python
ETL & Pipelines
Python
#data-engineering#data-orchestration#workflow-automation

microsoft/mcp-for-beginners

Open-source curriculum for learning the Model Context Protocol (MCP) through cross-language examples.

14.8K
Active
Jupyter Notebook
MCP Frameworks
csharp
#mcp#mcp-client#mcp-server

DataTalksClub/mlops-zoomcamp

A free MLOps course that covers machine learning model deployment and monitoring

14.3K
Stable
Jupyter Notebook
MLOps
Jupyter Notebook
#machine-learning#model-deployment#model-monitoring

apache/dolphinscheduler

Apache DolphinScheduler is a modern data orchestration platform for creating high-performance workflows with low-code.

14.2K
Active
Java
Realtime
#workflow-orchestration#job-scheduler#data-pipelines

triggerdotdev/trigger.dev

Trigger.dev is a platform for building and deploying fully-managed AI agents and workflows.

13.9K
Active
TypeScript
Agents & Orchestration
Next.js
#ai-agents#workflow-automation#serverless

rook/rook

A cloud-native storage orchestration platform for Kubernetes, supporting multiple storage backends like Ceph.

13.4K
Active
Go
API Frameworks
Go
#kubernetes#storage#orchestration

NVIDIA/TensorRT-LLM

TensorRT LLM provides a Python API and optimizations to efficiently run large language models on NVIDIA GPUs.

13.0K
Active
Python
LLM Frameworks
PyTorch
#cuda#llm-serving#moe

Netflix/conductor

A microservices orchestration engine that helps developers build complex distributed workflows and applications.

12.8K
Archived
Java
Orchestration Engine
Spring Boot
#distributed-systems#microservice-orchestration#workflow-management

neuml/txtai

All-in-one AI framework for semantic search, LLM orchestration and language model workflows

12.3K
Active
Python
LLM Frameworks
Python
#semantic-search#language-model#llm

docker-archive-public/docker.labs

A collection of tutorials for learning how to use Docker with various tools, including containers, orchestration, and security.

12.1K
Archived
PHP
Containerization
#containers#docker#docker-compose
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