Tags: #scalability

Distributed AI/ML Computing Framework
python
42.1k

ray-project/ray

A unified framework for scaling AI and Python applications from a laptop to a cluster, providing a distributed runtime and AI libraries.

AI/ML Infrastructure
5.0k

inclusionAI/AReaL

AReaL is a scalable and flexible asynchronous reinforcement learning infrastructure designed to bridge foundation model training with modern LLM-based agent applications.

Vector Database
Go
43.8k

milvus-io/milvus

A high-performance, cloud-native vector database built for scalable Approximate Nearest Neighbor (ANN) search and AI applications.

Retrieval-Augmented Generation (RAG) System
Python
33.1k

HKUDS/LightRAG

LightRAG is a simple and fast Retrieval-Augmented Generation (RAG) system designed for efficient and scalable knowledge retrieval and generation with Large Language Models.

AI Multi-Agent Orchestration Framework
python
6.2k

kyegomez/swarms

An enterprise-grade, production-ready framework for orchestrating complex multi-agent systems, designed for scalable AI applications and seamless integration.

MLOps Platform
Kubernetes
3.7k

polyaxon/polyaxon

A comprehensive MLOps platform for managing, orchestrating, and scaling the entire machine learning and deep learning lifecycle.

Distributed HTAP Database
Linux
10.1k

oceanbase/oceanbase

A high-performance, continuously available, and transparently scalable distributed relational database supporting transactional, analytical, and AI workloads with MySQL compatibility.

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