STACKQUADRANT

Awesome-LLM-Inference

xlite-dev/Awesome-LLM-Inference
6.5

📚A curated list of Awesome LLM/VLM Inference Papers with Codes: Flash-Attention, Paged-Attention, WINT8/4, Parallelism, etc.🎉

Inference Engines
5.4k427PythonGPL-3.026d ago

TaskingAI

TaskingAI/TaskingAI
6.0

The open source platform for AI-native application development.

RAG Libraries
5.4k359PythonApache-2.01y ago

gpustack

gpustack/gpustack
7.0

Performance-optimized AI inference on your GPUs. Unlock superior throughput by selecting and tuning engines like vLLM or SGLang.

Inference Engines
5.3k575PythonApache-2.01d ago

superduper

superduper-io/superduper
6.4

Superduper: End-to-end framework for building custom AI applications and agents.

Vector Databases
5.3k544PythonApache-2.010mo ago

LLM-Engineers-Handbook

PacktPublishing/LLM-Engineers-Handbook
6.6

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

Evaluation & Testing
5.2k1.3kPythonMIT2mo ago

Olares

beclab/Olares
7.1

Olares: An Open-Source Personal Cloud to Reclaim Your Data

Model Serving
5.1k307GoAGPL-3.0today

h2o-llmstudio

h2oai/h2o-llmstudio
7.6

H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/

Fine-tuning Tools
5.0k538PythonApache-2.05d ago

SPTAG

microsoft/SPTAG
6.6

A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search scenario.

Vector Databases
5.0k620C++MIT6d ago

awesome-vibe-coding

filipecalegario/awesome-vibe-coding
5.7

A curated list of vibe coding references, collaborating with AI to write code.

Agent Frameworks
5.0k616CC0-1.03mo ago

semantic-router

vllm-project/semantic-router
7.5

System Level Intelligent Router for Mixture-of-Models at Cloud, Data Center and Edge

Fine-tuning Tools
5.0k761GoApache-2.0today

lemonade

lemonade-sdk/lemonade
7.2

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk

Inference Engines
5.0k411C++Apache-2.0today

eko

FellouAI/eko
6.9

Eko (Eko Keeps Operating) - Build Production-ready Agentic Workflow with Natural Language - eko.fellou.ai

Inference Engines
4.9k439TypeScriptMIT4mo ago

AutoRAG

Marker-Inc-Korea/AutoRAG
7.1

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

RAG Libraries
4.9k414PythonApache-2.017d ago

agent-governance-toolkit

microsoft/agent-governance-toolkit
7.0

AI Agent Governance Toolkit — Policy enforcement, zero-trust identity, execution sandboxing, and reliability engineering for autonomous AI agents. Covers 10/10 OWASP Agentic Top 10.

Agent Frameworks
4.9k765PythonMIT1d ago

ag2

ag2ai/ag2
8.0

AG2 (formerly AutoGen): The Open-Source AgentOS. Join us at: https://discord.gg/sNGSwQME3x

Agent Frameworks
4.8k676PythonApache-2.01d ago

Integuru

Integuru-AI/Integuru
6.4

The first AI agent that builds permissionless integrations through reverse engineering platforms' internal APIs.

Agent Frameworks
4.6k364PythonAGPL-3.024d ago

infinity

infiniflow/infinity
7.4

The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.

Vector Databases
4.6k431C++Apache-2.03d ago

youtu-agent

TencentCloudADP/youtu-agent
6.3

A simple yet powerful agent framework that delivers with open-source models

Agent Frameworks
4.6k468PythonNOASSERTION4mo ago

agentscope-java

agentscope-ai/agentscope-java
6.7

Build distributed, production-grade, long-running agents.

Agent Frameworks
4.6k999Javatoday

skillhub

iflytek/skillhub
7.3

Self-hosted, open-source agent skill registry for enterprises. Publish & version skill packages, govern with RBAC and audit logs, deploy on-premise with Docker or Kubernetes.

Agent Frameworks
4.5k632JavaApache-2.02d ago

m_flow

FlowElement-ai/m_flow
6.5

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

Vector Databases
4.5k260PythonApache-2.02mo ago

claude-code-guide

zebbern/claude-code-guide
5.9

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks

Agent Frameworks
4.4k450PythonMITtoday

crate

crate/crate
7.6

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.

Vector Databases
4.4k604JavaApache-2.01d ago

cognita

truefoundry/cognita
6.6

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

LLM Frameworks
4.4k391PythonApache-2.04mo ago

Deep-Learning-in-Production

ahkarami/Deep-Learning-in-Production
4.5

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

Model Serving
4.4k6861y ago

tiny-llm

skyzh/tiny-llm
6.8

A course of learning LLM inference serving on Apple Silicon for systems engineers: build a tiny vLLM + Qwen.

LLM Frameworks
4.4k346PythonApache-2.01mo ago

ruvector

ruvnet/ruvector
7.1

RuVector is a High Performance, Real-Time, Self-Learning, Vector Graph Neural Network, and Database built in Rust.

Inference Engines
4.4k576RustMITtoday

RuVector

ruvnet/RuVector
7.1

RuVector is a High Performance, Real-Time, Self-Learning, Vector Graph Neural Network, and Database built in Rust.

Inference Engines
4.4k576RustMITtoday

lmms-eval

EvolvingLMMs-Lab/lmms-eval
7.6

One-for-All Multimodal Evaluation Toolkit Across Text, Image, Video, and Audio Tasks

Evaluation & Testing
4.3k624PythonNOASSERTION4d ago

agenta

Agenta-AI/agenta
7.3

The open-source LLMOps platform: prompt playground, prompt management, LLM evaluation, and LLM observability all in one place.

Evaluation & Testing
4.3k574TypeScriptNOASSERTIONtoday

memgraph

memgraph/memgraph
6.9

Open-source graph database, tuned for dynamic analytics environments. Easy to adopt, scale and own.

Agent Frameworks
4.3k248C++NOASSERTIONtoday

USearch

unum-cloud/USearch
7.4

Fast Open-Source Search & Clustering engine × for Vectors & Arbitrary Objects × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

Vector Databases
4.2k332C++Apache-2.08d ago

AI-Infra-from-Zero-to-Hero

HuaizhengZhang/AI-Infra-from-Zero-to-Hero
6.1

🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑‍💻 Video Tutorials.

Model Serving
4.2k404MIT11mo ago

AdalFlow

SylphAI-Inc/AdalFlow
6.8

AdalFlow: The library to build & auto-optimize LLM applications.

LLM Frameworks
4.2k379PythonMIT1mo ago

LightLLM

ModelTC/LightLLM
6.5

LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalability, and high-speed performance.

Model Serving
4.2k344PythonApache-2.0today

optillm

algorithmicsuperintelligence/optillm
6.7

Optimizing inference proxy for LLMs

Inference Engines
4.2k371PythonApache-2.0today

AI-Infra-Guard

Tencent/AI-Infra-Guard
7.4

A full-stack AI Red Teaming platform securing AI ecosystems via OpenClaw Security Scan, Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

Evaluation & Testing
4.1k397PythonApache-2.03d ago

bRAG-langchain

bragai/bRAG-langchain
5.4

Everything you need to know to build your own RAG application

RAG Libraries
4.1k498Jupyter NotebookNOASSERTION7mo ago

AIGC-Interview-Book

WeThinkIn/AIGC-Interview-Book
6.1

【三年面试五年模拟】AIGC算法工程师面试秘籍。涵盖AIGC、LLM大模型、传统深度学习、自动驾驶、AI Agent、机器学习、计算机视觉、自然语言处理、强化学习、大数据挖掘、具身智能、元宇宙、AGI等AI行业面试笔试干货经验与核心知识。

Agent Frameworks
4.1k433GPL-3.0today

GenerativeAIExamples

NVIDIA/GenerativeAIExamples
6.5

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

RAG Libraries
4.1k1.1kJupyter NotebookApache-2.01mo ago

langroid

langroid/langroid
7.2

Harness LLMs with Multi-Agent Programming

RAG Libraries
4.1k387PythonMIT6d ago

FedML

FedML-AI/FedML
6.6

FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, TensorOpera AI (https://TensorOpera.ai) is your generative AI platform at scale.

Agent Frameworks
4.1k765PythonApache-2.08mo ago

telegram-search

groupultra/telegram-search
7.0

🔍 导出并模糊搜索 Telegram 聊天记录 | Export and fuzzy search your Telegram chat history

Agent Frameworks
4.0k268TypeScriptAGPL-3.0today

ravendb

ravendb/ravendb
7.7

ACID Document Database

Vector Databases
4.0k861C#NOASSERTIONtoday

anything_about_game

killop/anything_about_game
6.2

A wonderful list of Game Development resources.

Agent Frameworks
4.0k515Apache-2.02d ago

fast-agent

evalstate/fast-agent
7.4

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP Support

Agent Frameworks
3.9k418PythonApache-2.0today

LazyLLM

LazyAGI/LazyLLM
7.4

Easiest and laziest way for building multi-agent LLMs applications.

LLM Frameworks
3.9k397PythonApache-2.0today

lorax

predibase/lorax
6.8

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

Inference Engines
3.8k325PythonApache-2.01mo ago