Popular GitHub Repositories for Kubeflow Pipelines

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. ?Docker-friendly.?Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.

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

Machine Learning Toolkit for Kubernetes

Unified framework for building enterprise RAG pipelines with small, specialized models

Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!

All-in-One Development Tool based on PaddlePaddle（飞桨低代码开发工具）

ZenML ?: The bridge between ML and Ops. https://zenml.io.

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，支持sso登录，大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU，边缘计算，标注平台，自动化标注，大模型微调，vllm大模型推理，llmops，私有知识库，AI模型应用商店，支持模型一键开发/推理/微调，支持国产cpu/gpu/npu芯片，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式，deepseek训练推理

Standardized Serverless ML Inference Platform on Kubernetes

PipelineAI

?? CML - Continuous Machine Learning | CI/CD for ML

Machine Learning Pipelines for Kubeflow

MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)