AI Explorer

基础设施

LLM 推理、模型服务和 AI 基础设施项目。

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类目列表结合 GitHub 搜索规则、仓库 topics、项目描述和同步快照生成。

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项目会先经过类目相关性过滤,再按 stars 和质量信号排序。

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适合已经明确 AI 工作流或工具类型,希望快速比较候选项目的用户。

27 个项目

#1
llama.cppggml-org/llama.cpp47

LLM inference in C/C++

基础设施
Stars
118,502
增长
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语言
C++
创建时间
2023-03-10
#2
gpt4allnomic-ai/gpt4all42

GPT4All: Run Local LLMs on Any Device. Open-source and available for commercial use.

基础设施
Stars
77,379
增长
-
语言
C++
创建时间
2023-03-27
#3
whisper.cppggml-org/whisper.cpp44

Port of OpenAI's Whisper model in C/C++

语音基础设施
Stars
51,118
增长
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语言
C++
创建时间
2022-09-25
#4
rayray-project/ray43

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

基础设施
Stars
43,044
增长
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语言
Python
创建时间
2016-10-25
#5
ChatTTS2noise/ChatTTS36

A generative speech model for daily dialogue.

语音基础设施
Stars
39,520
增长
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语言
Python
创建时间
2024-05-27
#6
mediapipegoogle-ai-edge/mediapipe45

Cross-platform, customizable ML solutions for live and streaming media.

视频基础设施
Stars
35,867
增长
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语言
C++
创建时间
2019-06-13
#7
qdrantqdrant/qdrant41

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/

搜索RAG基础设施
Stars
32,748
增长
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语言
Rust
创建时间
2020-05-30
#8
gitleaksgitleaks/gitleaks41

Find secrets with Gitleaks 🔑

基础设施
Stars
27,918
增长
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语言
Go
创建时间
2018-01-27
#9
llm-actionliguodongiot/llm-action43

本项目旨在分享大模型相关技术原理以及实战经验(大模型工程化、大模型应用落地)

基础设施
Stars
24,612
增长
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语言
HTML
创建时间
2023-05-23
#10
free-llm-api-resourcescheahjs/free-llm-api-resources37

A list of free LLM inference resources accessible via API.

基础设施
Stars
24,349
增长
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语言
Python
创建时间
2024-07-04
#11
faster-whisperSYSTRAN/faster-whisper35

Faster Whisper transcription with CTranslate2

语音基础设施
Stars
23,905
增长
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语言
Python
创建时间
2023-02-11
#12
agents-towards-productionNirDiamant/agents-towards-production36

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise deployment.

智能体RAG基础设施
Stars
20,873
增长
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语言
Jupyter Notebook
创建时间
2025-06-16
#13
web-llmmlc-ai/web-llm39

High-performance In-browser LLM Inference Engine

基础设施
Stars
18,280
增长
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语言
TypeScript
创建时间
2023-04-13
#14
agent-lightningmicrosoft/agent-lightning35

The absolute trainer to light up AI agents.

智能体基础设施
Stars
17,355
增长
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语言
Python
创建时间
2025-06-18
#15
ktransformerskvcache-ai/ktransformers39

A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations

基础设施
Stars
17,344
增长
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语言
Python
创建时间
2024-07-26
#16
omlxjundot/omlx39

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

基础设施
Stars
17,216
增长
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语言
Python
创建时间
2026-02-13
#17
weaviateweaviate/weaviate39

Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.

搜索RAG基础设施
Stars
16,454
增长
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语言
Go
创建时间
2016-03-30
#18
dagsterdagster-io/dagster36

An orchestration platform for the development, production, and observation of data assets.

自动化基础设施
Stars
15,763
增长
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语言
Python
创建时间
2018-04-30
#19
litgptLightning-AI/litgpt40

20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.

基础设施
Stars
13,447
增长
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语言
Python
创建时间
2023-05-04
#20
OpenLLMbentoml/OpenLLM40

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

基础设施
Stars
12,378
增长
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语言
Python
创建时间
2023-04-19
#21
mistral-inferencemistralai/mistral-inference40

Official inference library for Mistral models

基础设施
Stars
10,824
增长
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语言
Jupyter Notebook
创建时间
2023-09-27
#22
openvinoopenvinotoolkit/openvino38

OpenVINO™ is an open source toolkit for optimizing and deploying AI inference

图像基础设施语音
Stars
10,447
增长
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语言
C++
创建时间
2018-10-15
#23
LMCacheLMCache/LMCache61

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

基础设施
Stars
9,667
增长
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语言
Python
创建时间
2024-05-28
#24
whichllmAndyyyy64/whichllm84

Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.

基础设施
Stars
4,313
增长
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语言
Python
创建时间
2026-03-04
#25
DreamServerLight-Heart-Labs/DreamServer62

Local AI anywhere, for everyone — LLM inference, chat UI, voice, agents, workflows, RAG, and image generation. No cloud, no subscriptions.

智能体RAG图像
Stars
1,262
增长
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语言
Python
创建时间
2026-02-09
#26
minimax-m3-desktop-app-free-apizyn26/minimax-m3-desktop-app-free-api39

minimax m3 free model ai model free api large language model llm 1m context window sparse attention msa architecture native multimodality computer use computer control autonomous coding assistant agentic ai framework swe bench pro software engineering workflow automation multi agent hugging face api access local llm inference

智能体编程基础设施
Stars
131
增长
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语言
Go
创建时间
2026-06-19
#27
Awesome-Datasets-Hubahammadmejbah/Awesome-Datasets-Hub36

A curated collection of datasets for Large Language Models (LLMs), covering medical AI, NLP, multimodal learning, instruction tuning, reasoning, code generation, and evaluation benchmarks.

编程基础设施
Stars
122
增长
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语言
Unknown
创建时间
2026-05-15
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