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AI 基础设施

AI 模型部署与服务基础设施

共 20 个项目

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vllm-project avatar

vllm-project / vllm

高吞吐量、内存高效的 LLM 推理引擎

42.5k +650 stars today Python 5.8k AI 8.7
2 22
apache avatar

apache / airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

46.0k +11 stars today Python 17.3k AI 7.9
3 116
milvus-io avatar

milvus-io / milvus

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

45.0k +12 stars today Go 4.1k AI 7.9
4 118
cloudnative-pg avatar

cloudnative-pg / cloudnative-pg

CloudNativePG is a comprehensive platform designed to seamlessly manage PostgreSQL databases within Kubernetes environments, covering the entire operational lifecycle from initial deployment to ongoing maintenance

8.9k +9 stars today Go 715 AI 7.4
5 98
lance-format avatar

lance-format / lance

Open Lakehouse Format for Multimodal AI. Convert from Parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

6.7k +10 stars today Rust 737 AI 7.3
6 86
qdrant avatar

qdrant / qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

32.7k +44 stars today Rust 2.4k AI 7.2
7 32
openvinotoolkit avatar

openvinotoolkit / nncf

Neural Network Compression Framework for enhanced OpenVINO™ inference

1.2k Python 298 AI 7.2
8 78
GreptimeTeam avatar

GreptimeTeam / greptimedb

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

6.4k +13 stars today Rust 501 AI 7.1
9 8
volcano-sh avatar

volcano-sh / volcano

A Cloud Native Batch System (Project under CNCF)

5.7k +2 stars today Go 1.4k AI 6.8
10 111
kubescape avatar

kubescape / kubescape

Kubescape is an open-source Kubernetes security platform for your IDE, CI/CD pipelines, and clusters. It includes risk analysis, security, compliance, and misconfiguration scanning, saving Kubernetes users and administrators precious time, effort, and resources.

11.5k +3 stars today Go 950 AI 6.7
11 104
usememos avatar

usememos / memos

Open-source, self-hosted note-taking tool built for quick capture. Markdown-native, lightweight, and fully yours.

61.1k +22 stars today Go 4.5k AI 6.5
12 35
labring avatar

labring / sealos

Sealos is an AI-native Cloud Operating System built on Kubernetes that unifies the entire application lifecycle, from development in cloud IDEs to production deployment and management. It is perfect for building and scaling modern AI applications, managed databases (MySQL, PostgreSQL, Redis, MongoDB) and complex microservice architectures.

18.2k +21 stars today TypeScript 2.5k AI 6.5
13 30
meshery avatar

meshery / meshery

Meshery, the cloud native manager

11.3k +3 stars today TypeScript 3.5k AI 6.5
14 110
authelia avatar

authelia / authelia

The Single Sign-On Multi-Factor portal for web apps, now OpenID Certified™

28.1k +4 stars today Go 1.4k AI 6.4
15 67
layer5io avatar

layer5io / layer5

Layer5, expect more from your infrastructure

1.0k JavaScript 1.6k AI 6.4
16 79
databendlabs avatar

databendlabs / databend

Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.

9.4k +3 stars today Rust 888 AI 6.4
17 16
hummingbot avatar

hummingbot / hummingbot

Open source software that helps you create and deploy high-frequency crypto trading bots

19.0k +10 stars today Python 4.8k AI 6.2
18 90
opencost avatar

opencost / opencost

Cost monitoring for Kubernetes workloads and cloud costs

6.6k Go 830 AI 6.2
19 87
dapr avatar

dapr / dapr

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

25.9k +10 stars today Go 2.1k AI 6.0
20 106
grafana avatar

grafana / tempo

Grafana Tempo is a high volume, minimal dependency distributed tracing backend.

5.3k +1 stars today Go 721 AI 6.0