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An Open Source Machine Learning Framework for Everyone

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.

☁️ Nextcloud server, a safe home for all your data

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

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

high-performance graph database for real-time use cases

CAT 作为服务端项目基础组件，提供了 Java, C/C++, Node.js, Python, Go 等多语言客户端，已经在美团点评的基础架构中间件框架（MVC框架，RPC框架，数据库框架，缓存框架等，消息队列，配置系统等）深度集成，为美团点评各业务线提供系统丰富的性能指标、健康状况、实时告警等。

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

A hyperparameter optimization framework

A privacy-aware, distributed, open source social network.

A distributed, fast open-source graph database featuring horizontal scalability and high availability

Modin: Scale your Pandas workflows by changing a single line of code

🪓 An orchestration engine for background tasks, AI agents, and durable workflows

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

The open-source Observability 2.0 database. One engine for metrics, logs, and traces — replacing Prometheus, Loki & ES.

ZoneMinder is a free, open source Closed-circuit television software application developed for Linux which supports IP, USB and Analog cameras.

High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

Apache Kvrocks is a distributed key value NoSQL database that uses RocksDB as storage engine and is compatible with Redis protocol.

Ongoing Storj v3 development. Decentralized cloud object storage that is affordable, easy to use, private, and secure.

Agola: CI/CD Redefined

MLBox is a powerful Automated Machine Learning python library.

CNCF sandbox project, an open source distributed time-series database with high concurrency, high performance, and high scalability

Performance Co-Pilot

ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.

Titanoboa makes complex workflows easy. It is a low-code workflow orchestration platform for JVM - distributed, highly scalable and fault tolerant.

Framework and Library for Distributed Online Machine Learning

Background task queue for Python backed by Redis, a super minimal Celery