Top DISTRIBUTED GitHub Repositories & Tools (2026)

An Open Source Machine Learning Framework for Everyone

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.

☁️ Nextcloud server, a safe home for all your data

Peer-to-peer LLM inference in the browser: pool your devices to run big open models, for chat and coding agents.

Modular, contributor-friendly and blazing-fast implementation of the Ethereum protocol, in Rust

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

AI-native HTAP database with Git-for-Data and built-in vector search, serving as the data and memory backbone for intelligent agents and applications.

CNCF Jaeger, a Distributed Tracing Platform

Conductor is an event driven agentic workflow engine providing durable and highly resilient execution engine for applications and AI Agents

TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.

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

Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.

Fast, Simple and a cost effective tool to replicate data from Postgres to Data Warehouses, Queues and Storage

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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

Apollo is a reliable configuration management system suitable for microservice configuration management scenarios.

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

The open-source observability database. One columnar engine for metrics, logs, and traces, on object storage.

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