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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

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Last updated: 30 Apr 2025

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education 42 dataset 42 cloud 42 gpt 41 development 41 security-tools 40 data 40 opensource 39 free 39 vue 39 data-visualization 38 tutorials 38 gamedev 38 docker 37 typescript 36 developer-tools 36 llms 36 github 35 documentation 35 collections 35 database 34 reactjs 33 paper-list 33 neural-network 33 research 33 automation 32 framework 32 aws 32 iot 32 game 31 software 31 hardware 29 ruby 29 community 29 cpp 29 testing 29 ml 29 graph-neural-networks 28 smart-contracts 28 flutter 28 video 28 games 28 generative-ai 28 architecture 28 solidity 28 web-development 28 algorithms 28 libraries 27 tensorflow 27 transformer 27 links 26 react-native 26 api 26 bioinformatics 26 csharp 26 dotnet 26 git 25 software-engineering 25 defi 25 crypto 25 music 25 windows 25 computer-graphics 24 science 24 productivity 24 django 24 angular 24 penetration-testing 24 pentesting 24 diffusion-models 24 gpt-4 23 r 23 embedded 23 pytorch 23 cryptography 23 agent 23 unity 23 self-supervised-learning 23 library 23 microsoft 22 gpt-3 22 infosec 22 object-detection 22 awsome-list 22 coding 22 game-engine 22 mobile 22 best-practices 22 markdown 22 awesomeness 21 knowledge-graph 21 ui 21 youtube 21 projects 21 neural-networks 21 engineering 21 hacktoberfest-accepted 21 self-hosted 21 serverless 21 data-analysis 21 apple 21 kotlin 21 osint 21 opendata 20 visualization 20 prompt-engineering 20 data-mining 20 multimodal 20 audio 20 segmentation 20 programming-language 20 mathematics 20 startups 20 slam 20 cloud-computing 20 roadmap 20 python3 20 website 20 guidelines 19 azure 19 3d 19 raspberry-pi 19 deeplearning 19 sql 19 awsome 19 chinese 19 federated-learning 19 graph 19 apps 19 jobs 19 c 19 machinelearning 18 interview 18 front-end 18 blog 18 saas 18 time-series 18 bash 18 cli 18 marketing 18 graphql 18 chatbot 18 js 18 llama 18 startup 18 bugbounty 18 blogs 18 nextjs 17 representation-learning 17 stable-diffusion 17 language 17 code 17 generative-art 17 containers 17 knowledge 17 curated 17 cheatsheet 17 decentralized 17 autonomous-driving 17 algorithm 17 statistics 17 resource 16 analytics 16 bert 16 data-structures 16 image-processing 16 optimization 16 articles 16 foundation-models 16 microservices 16 networking 16 mlops 16 aigc 16 webgl 16 learning-resources 16 technology 15 monitoring 15 pentest 15 cloud-native 15 big-data 15 devsecops 15 nerf 15 ros 15 transformers 15 mcp 15 detection 15 software-development 15 autonomous-vehicles 15 graphics 15 distributed-systems 15 reverse-engineering 15 gis 14 animation 14 multimodal-deep-learning 14 node 14 recommender-system 14 backend 14 android-development 14 mysql 14 speech-recognition 14 icons 14 vuejs 14 prompt 14 seo 14 telegram 14 dart 14 terminal 14 react-components 14 performance 14 data-engineering 14 webassembly 14 selfhosted 14 readme 14 android-library 14 podcast 13 dapp 13 deep-reinforcement-learning 13 p2p 13 open-data 13 swiftui 13 laravel 13 guide 13 command-line 13 art 13 finance 13 remote-sensing 13 foss 13 evm 13 microservice 13 elasticsearch 13 plugins 13 dotnet-core 13 pose-estimation 13 mac 13 generative-adversarial-network 13 unicorns 13 storage 12 svelte 12 graphics-programming 12 frameworks 12 gan 12 fuzzing 12 text-to-image 12 oss 12 cms 12 gaming 12 font 12 large-language-model 12 pwa 12 wasm 12 transfer-learning 12 rails 12 ai-agents 12 discord 12 static-analysis 12 point-cloud 12 ecommerce 12 wordpress 12 malware-analysis 12 language-model 12 es6 12 image 12 search 12 search-engine 12 postgresql 12 videos 12 beginner-friendly 11 programming-languages 11 vision-and-language 11 speech-processing 11 unity3d 11 creative-coding 11 ctf 11 leetcode 11 question-answering 11 sysadmin 11 npm 11 quantum-computing 11 cross-platform 11 rest-api 11 multimodal-learning 11 sustainability 11 network 11 bookmarks 11 webapp 11 anomaly-detection 11 hacktoberfest2020 11 agents 11 front-end-development 11 free-software 11 code-generation 11 databases 11 ui-design 11 reasoning 11 course 11 design-systems 11 webpack 11 developer 11 open-science 11 objective-c 11 automl 11 vscode 11 cvpr 11 planning 11 3d-graphics 11 ansible 11 application 11 hosting 10 deepseek 10 time-series-analysis 10 reading-list 10 arduino 10 climate-change 10 bot 10 threat-intelligence 10 docs 10 solana 10 unsupervised-learning 10 writing 10 cv 10 diffusion 10 management 10 haskell 10 semantic-web 10 flutter-apps 10 cuda 10 benchmark 10 rag 10 movies 10 edge-computing 10 medical-imaging 10 geospatial 10 hacktoberfest2021 10 datascience 10 operating-system 10 gpu 10 golang-library 10 blockchain-technology 10 chatgpt-api 10 webdevelopment 10 gpts 10 hacking-tools 10 authentication 10 machine-learning-algorithms 10 model-compression 10 indonesia 10 image-generation 10 interview-questions 10 android-application 10 guides 10 vr 10 android-app 10 text-mining 10 interpretability 10 yolo 10 students 10 social-network 9 unix 9 ionic 9 ux 9 podcasts 9 explainable-ai 9 simulation 9 mobile-development 9 erlang 9 augmented-reality 9 trading 9 reddit 9 material-design 9 classification 9 anime 9 jupyter-notebook 9 quantization 9 cicd 9 websites 9 conference 9 bug-bounty 9 book 9 sre 9 video-generation 9 swift-library 9 shell 9 privacy-tools 9 reference 9 google 9 cyber-security 9 in-context-learning 9 linux-desktop 9 chain-of-thought 9 flutter-examples 9 infrastructure-as-code 9 neuroscience 9 math 9 article 9 fairness 9 email 9 multimodal-large-language-models 9 semantic-segmentation 9 chrome 9 ide 9 exploit 9 system-design 9 microservices-architecture 9 malware 9 arkit 9 knowledge-base 9 webcomponents 9 fpga 9 sentiment-analysis 9 leadership 9 ros2 9 3d-reconstruction 9 flask 9 few-shot-learning 9 static-site-generator 9 news 9 ubuntu 8 spark 8 desktop-environment 8 redux 8 k8s 8 ruby-on-rails 8 incident-response 8 command-line-tool 8 dfir 8