An Open Source Machine Learning Framework for Everyone

Free and Open Source, Distributed, RESTful Search Engine

Distributed reliable key-value store for the most critical data of a distributed system

ClickHouse® is a real-time analytics database management system

LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

TiDB - the open-source, cloud-native, distributed SQL database designed for modern applications.

Spacedrive is an open source cross-platform file explorer, powered by a virtual distributed filesystem written in Rust.

☁️ Nextcloud server, a safe home for all your data

Apache Kafka - A distributed event streaming platform

CockroachDB — the cloud native, distributed SQL database designed for high availability, effortless scale, and control over data placement.

A scalable, distributed, collaborative, document-graph database, for the realtime web

SeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.

🌊 The leading agent orchestration platform for Claude. Deploy intelligent multi-agent swarms, coordinate autonomous workflows, and build conversational AI systems. Features enterprise-grade architecture, distributed swarm intelligence, RAG integration, and native Claude Code / Codex Integration

A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

Consul is a distributed, highly available, and data center aware solution to connect and configure applications across dynamic, distributed infrastructure.

Spring Cloud Alibaba provides a one-stop solution for application development for the distributed solutions of Alibaba middleware.

Distributed Task Queue (development branch)

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

Vagrant is a tool for building and distributing development environments.

:fire: Seata is an easy-to-use, high-performance, open source distributed transaction solution.

A realtime distributed messaging platform

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.

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

A flexible distributed key-value database that is optimized for caching and other realtime workloads.

High-performance, scalable time-series database designed for Industrial IoT (IIoT) scenarios

Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.

Redisson - Valkey & Redis Java client. Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Over 50 Valkey and Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache..