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awesome-LLM-resources

🧑‍🚀 全世界最好的LLM资料总结(多模态生成、Agent、辅助编程、AI审稿、数据处理、模型训练、模型推理、o1 模型、MCP、小语言模型、视觉语言模型) | Summary of the world's best LLM resources.

awesome-list book course large-language-models llama llm mistral openai qwen rag

7,549 stars
730 forks
582 projects

Last updated: 22 Feb 2026

learn-ai-engineering

Learn AI and LLMs from scratch using free resources

agentic-ai agents ai deep-learning generative-ai large-language-models llm machine-learning mcp ml

3,747 stars
931 forks
114 projects

Last updated: 12 Feb 2026

Awesome-GraphRAG

Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.

graphrag graphrag-paper graphrag-survey knowledge-graph large-language-models rag retrieval-augmented-generation

2,096 stars
176 forks
182 projects

Last updated: 02 Feb 2026

Awesome-LLM-Long-Context-Modeling

📰 Must-read papers and blogs on LLM based Long Context Modeling 🔥

agent awsome-list benchmark blogs compress evaluation large-language-models length-extrapolation llm long-context-modeling

1,908 stars
79 forks
1,449 projects

Last updated: 08 Feb 2026

Awesome-LLM-RAG

Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

embeddings large-language-models llm rag rag-embeddings retrieval-augmented-generation retrieval-information

1,300 stars
74 forks
36 projects

Last updated: 13 Jan 2026

awesome-ai-web-search

List of software that allows searching the web with the assistance of AI: https://hf.co/spaces/felladrin/awesome-ai-web-search

ai ai-search-engine artificial-intelligence artificial-intelligence-projects awesome awesome-list generative-ai generative-ai-projects generative-ai-tools information-retrieval

1,174 stars
94 forks
134 projects

Last updated: 31 Jan 2026

awesome-llm-eval

Awesome-LLM-Eval: a curated list of tools, datasets/benchmark, demos, leaderboard, papers, docs and models, mainly for Evaluation on LLMs. 一个由工具、基准/数据、演示、排行榜和大模型等组成的精选列表,主要面向基础大模型评测,旨在探求生成式AI的技术边界.

awsome-list awsome-lists benchmark bert chatglm chatgpt dataset evaluation gpt3 large-language-model

608 stars
51 forks
479 projects

Last updated: 08 Feb 2026

awesome-rag

A curated list of retrieval-augmented generation (RAG) in large language models

awesome-list awesome-resources embeddings large-language-models llm rag rag-model retrieval-augmented retrieval-augmented-generation retrieval-systems

354 stars
31 forks
59 projects

Last updated: 15 Jan 2026

awesome-ai-memory

Awesome AI Memory | LLM Memory | A curated knowledge base on AI memory for LLMs and agents, covering long-term memory, reasoning, retrieval, and memory-native system design. Awesome-AI-Memory 是一个 集中式、持续更新的 AI 记忆知识库,系统性整理了与 大模型记忆(LLM Memory)与智能体记忆(Agent Memory) 相关的前沿研究、工程框架、系统设计、评测基准与真实应用实践。

agent-memory ai-memory ai-memory-system awesome-ai-memory continual-learning llm-memory long-term-memory memory-augmented-models memory-systems rag

308 stars
12 forks
34 projects

Last updated: 08 Feb 2026

awesome-ai-repositories

A curated list of open source repositories for AI Engineers

agent agents ai awesome awesome-list fine-tune finetuning llama llm llmops

125 stars
26 forks
164 projects

Last updated: 31 Jan 2026

awesome-personalized-rag-agent

A Survey of Personalization: From RAG to Agent

agent awesome large-language-model llm llms personalization rag

99 stars
7 forks
149 projects

Last updated: 29 Jan 2026

awesomemultimodel

【AIGC 实战入门笔记 —— AIGC 摩天大楼】分享 大语言模型(LLMs),大模型高效微调(SFT),检索增强生成(RAG),智能体(Agent),PPT自动生成, 角色扮演,文生图(Stable Diffusion) ,图像文字识别(OCR),语音识别(ASR),语音合成(TTS),人像分割(SA),多模态(VLM),Ai 换脸(Face Swapping), 文生视频(VD),图生视频(SVD),Ai 动作迁移,Ai 虚拟试衣,数字人,全模态理解(Omni),Ai音乐生成 干货学习 等 实战与经验。

agent animate asr face-recognition llm llms mllm ocr omni peft-fine-tuning-llm

55 stars
6 forks
218 projects

Last updated: 28 Jan 2026

Awesome-LLM-RAG

Awesome-LLM-RAG:一个关于大型语言模型中高级检索增强生成(RAG)的精选列表;Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

awesome llm rag

14 stars
1 forks
36 projects

Last updated: 17 Sep 2025

Awesome-RAG-Production

A curated list of battle-tested tools, frameworks, and best practices for building scalable, production-grade Retrieval-Augmented Generation (RAG) systems.

ai artificial-intelligence awesome awesome-list curated-list generative-ai langchain large-language-models llamaindex llm

6 stars
3 forks
57 projects

Last updated: 07 Feb 2026

Awesome-LLM-VLM-Foundation-Models

🚀⭐⭐⭐ Awesome curated list of LLM, VLM and other Foundation Models

awesome foundation-models large-language-models llm multimodal rag transformer vision-language-model vlm

5 stars
0 forks
89 projects

Last updated: 14 Feb 2026

awesome-llm

Large Language Models (LLMs): GPT, Claude, Llama, Gemini, fine-tuning, RAG, prompt engineering, and AI agents for GenAI apps.

ai-agents anthropic chatgpt claude fine-tuning gemini generative-ai gpt instruction-tuning langchain

2 stars
1 forks
65 projects

Last updated: 12 Nov 2025

llmops

🚀 The Ultimate Curated List of LLMOps Tools, Frameworks, and Resources - A comprehensive collection of the best tools for Large Language Model Operations

ai-tools artificial-intelligence awesome-list deep-learning generative-ai huggingface inference langchain large-language-models llm

1 stars
0 forks
149 projects

Last updated: 20 Jan 2026

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awesome-list 3,951 awesome 3,592 awesome-lists 560 machine-learning 449 list 422 deep-learning 378 resources 325 ai 263 hacktoberfest 237 python 220 lists 205 llm 203 javascript 193 security 167 programming 165 artificial-intelligence 154 blockchain 139 computer-vision 136 open-source 122 nlp 121 large-language-models 117 tools 115 data-science 111 react 108 chatgpt 102 android 93 curated-list 89 natural-language-processing 88 linux 85 learning 85 awesome-readme 81 devops 81 css 78 awesome-resources 77 papers 77 ios 76 ethereum 74 reinforcement-learning 72 cybersecurity 71 computer-science 64 kubernetes 64 rust 64 nodejs 63 robotics 61 collection 60 playground 60 game-development 59 free-resources 59 design 59 free 57 getvm 57 macos 57 golang 56 openai 56 java 56 survey 54 frontend 54 tutorials 54 privacy 53 developer-tools 52 bitcoin 52 datasets 51 tutorial 51 web 50 go 50 hacking 50 php 49 web3 49 llms 48 data 48 paper 48 education 47 cloud 47 swift 46 gpt 45 labex 45 hands-on 45 development 45 books 45 dataset 45 html 44 deep-neural-networks 44 github 44 generative-ai 43 cryptocurrency 43 automation 43 security-tools 42 exercises 41 data-visualization 41 vue 40 opensource 40 docker 39 database 39 mcp 39 typescript 39 web-development 39 ml 39 research 38 gamedev 38 collections 37 algorithms 37 software 37 documentation 37 agent 36 ai-agents 36 iot 36 neural-network 35 paper-list 34 courses 34 reactjs 34 productivity 34 prompt-engineering 34 testing 34 diffusion-models 33 game 33 aws 33 framework 33 api 32 cpp 32 games 30 flutter 30 projects 30 software-engineering 30 transformer 30 community 30 graph-neural-networks 30 solidity 30 multimodal 30 hardware 30 dotnet 30 ruby 29 video 29 bioinformatics 29 csharp 28 smart-contracts 28 ai-tools 28 libraries 28 architecture 28 react-native 28 crypto 27 defi 27 links 27 windows 27 agents 27 tensorflow 27 penetration-testing 26 self-hosted 26 science 26 object-detection 26 cli 25 cryptography 25 serverless 25 sql 25 pytorch 25 microsoft 25 music 25 library 25 data-analysis 25 django 25 self-supervised-learning 25 angular 25 neural-networks 24 jobs 24 coding 24 data-mining 24 mlops 24 osint 24 computer-graphics 24 slam 24 git 24 mathematics 24 pentesting 24 r 23 learning-resources 23 awsome-list 23 saas 23 roadmap 23 engineering 23 best-practices 23 mobile 23 embedded 23 programming-language 23 markdown 23 3d 23 game-engine 23 infosec 23 unity 23 c 23 nextjs 23 software-development 23 ui 23 kotlin 22 visualization 22 knowledge-graph 22 reverse-engineering 22 interview 22 statistics 22 python3 22 claude 22 deeplearning 22 blog 22 segmentation 22 startups 22 awesomeness 22 autonomous-driving 21 cloud-computing 21 foundation-models 21 federated-learning 21 apple 21 audio 21 azure 21 website 21 hacktoberfest-accepted 21 chatbot 21 time-series 21 gpt-3 21 gpt-4 21 free-tutorials 21 opendata 21 startup 20 llama 20 blogs 20 gemini 20 data-structures 20 graph 20 raspberry-pi 20 awsome 20 guidelines 20 js 20 chinese 20 apps 20 machinelearning 20 marketing 20 curated 19 big-data 19 reasoning 19 transformers 19 front-end 19 youtube 19 bugbounty 19 decentralized 18 code 18 agentic-ai 18 aigc 18 backend 18 image-generation 18 bash 18 prompt 18 optimization 18 monitoring 18 graphql 18 claude-code 18 anthropic 18 networking 18 stable-diffusion 18 finance 18 representation-learning 18 rag 17 analytics 17 open-data 17 prompts 17 containers 17 generative-art 17 cloud-native 17 cheatsheet 17 knowledge 17 seo 17 beginner-friendly 17 vscode 16 image-processing 16 algorithm 16 nerf 16 webgl 16 generative-model 16 deepseek 16 data-engineering 16 microservices 16 text-to-image 16 articles 16 bert 16 autonomous-vehicles 16 language 16 devsecops 16 p2p 15 cms 15 resource 15 ros 15 readme 15 animation 15 terminal 15 laravel 15 mcp-server 15 leetcode 15 detection 15 mysql 15 benchmark 15 command-line 15 selfhosted 15 evm 15 embodied-ai 15 plugins 15 technology 15 android-development 15 vlm 15 dart 15 vibe-coding 15 malware-analysis 15 telegram 15 pentest 15 google 14 distributed-systems 14 langchain 14 mac 14 dotnet-core 14 art 14 quantization 14 graphics 14 large-language-model 14 databases 14 videos 14 multimodal-deep-learning 14 foss 14 node 14 swiftui 14 icons 14 remote-sensing 14 diffusion 14 generative-adversarial-network 14 language-model 14 code-generation 14 recommender-system 14 pose-estimation 14 vuejs 14 wasm 14 awesome-ai 14 webassembly 14 android-library 14 anomaly-detection 14 performance 14 react-components 14 oss 14 postgresql 13 pwa 13 multimodal-learning 13 model-context-protocol 13 gan 13 cross-platform 13 yolo 13 semantic-segmentation 13 search 13 microservice 13 interview-questions 13 hosting 13 npm 13 svelte 13 medical-imaging 13 speech-recognition 13 gis 13 frameworks 13 unicorns 13 webdevelopment 13 application 13 quantum-computing 13 deep-reinforcement-learning 13 podcast 13 multimodal-large-language-models 13 wordpress 13 fuzzing 13 video-generation 13 transfer-learning 13 developer 13 vision-language-model 13 edge-computing 12 infrastructure-as-code 12 graphics-programming 12 image 12 static-site-generator 12 discord 12 elasticsearch 12 mllm 12 guide 12 sustainability 12 static-analysis 12 time-series-analysis 12 gaming 12 chain-of-thought 12 webapp 12 objective-c 12 search-engine 12 ai-agent 12 datascience 12 solana 12 programming-languages 12 vision-and-language 12 planning 12 authentication 12 model-compression 12 workflow 12 dapp 12 rails 12 article 12 es6 12 web-design 12 automl 12 storage 12 course 11 machine-learning-algorithms 11 cvpr 11 ui-design 11 hacktoberfest2020 11 unsupervised-learning 11 anime 11 unity3d 11 interpretability 11 few-shot-learning 11 cursor 11 threat-intelligence 11 book 11 ctf 11 bookmarks 11 creative-coding 11 utilities 11 3d-graphics 11 3d-reconstruction 11 continual-learning 11 rl 11 ecommerce 11 system-design 11 cuda 11 webpack 11 sysadmin 11 reading-list 11 free-software 11 open-science 11 writing 11 arduino 11 question-answering 11 cicd 11 font 11 embedded-systems 11 in-context-learning 11 minecraft 11 point-cloud 11 climate-change 11 llmops 11 ux 11 golang-library 11 healthcare 11 front-end-development 11 rest-api 11 design-systems 11 podcasts 10 webdesign 10 email 10 hacking-tools 10 docs 10 explainable-ai 10 hacktoberfest2021 10 android-application 10 apis 10 cv 10 semantic-web 10 infrastructure 10 flutter-apps 10 test-automation 10 malware 10 bug-bounty 10 text-mining 10 python-library 10 drones 10 uav 10 movies 10 students 10 knowledge-base 10 cyber-security 10 sre 10 flask 10 classification 10 blockchain-technology 10 applications 10 android-app 10 geospatial 10 ide 10 ionic 10 social-network 10 mcp-servers 10 qwen 10 jupyter-notebook 10 webcomponents 10 software-architecture 10 vr 10 redis 10 management 10 speech-processing 10 augmented-reality 10 meta-learning 10 privacy-tools 10 game-design 10 xai 10 bot 10