2개의 유명 리포: awesome-llm vs awesome-llm-apps

항목 awesome-llm awesome-llm-apps
주제 인프라·엔진·프레임워크 에이전트·서비스·앱·워크플로우
포커스 데이터 준비 → 학습 → 추론 → 평가 RAG, Orchestration, Multi-Agent, MCP, Voice
범위 주로 엔지니어링 파이프라인 (데이터셋 → 학습 → 추론 → 평가) 실전 서비스 프로토타입 (특정 산업의 사용 예)
주요 사용자 연구자, 엔지니어 프로덕트 디자이너, AI App 개발자
주요 기술 DeepSpeed, Megatron-LM, vLLM, lm-evaluation-harness LangChain, CrewAI, LlamaIndex, Agent Team Design
공부 효과 LLM 내부 작동 원리 이해, 확장성 튜닝 실제 사용자용 에이전트 설계와 운영 시나리오 이해
연결 포인트 LLM을 어떻게 만들고 학습하고 배포할지 학습된 LLM을 어떻게 서비스로 묶을지

awesome-llm-apps 도구들 산업 도메인별 분류

Domain App Name Technical Feature
Content & Media AI Blog to Podcast Agent Starter AI Agent
Content & Media AI Journalist Agent Advanced Single Agent
Content & Media AI Blog Search (RAG) RAG
Content & Media Chat with Research Papers (ArXiv) Chat with X
Content & Media AI Movie Production Agent Advanced Single Agent
Content & Media AI Audio Tour Agent Voice AI Agent
Content & Media AI Social Media News and Podcast Agent Multi-agent
Content & Media AI Meme Generator Agent Starter AI Agent
Content & Media Multimodal Design Agent Team Multi-agent Team
Content & Media Chat with Substack Chat with X
Content & Media Chat with YouTube Videos Chat with X
Finance & BI xAI Finance Agent Starter AI Agent
Finance & BI AI Investment Agent Advanced Single Agent
Finance & BI AI Financial Coach Agent Multi-agent
Finance & BI AI Finance Agent Team Multi-agent Team
Finance & BI AI Lead Generation Agent Advanced Single Agent
Finance & BI AI Competitor Intelligence Agent Team Multi-agent Team
Finance & BI AI Consultant Agent Advanced Single Agent
Finance & BI AI Services Agency (CrewAI) Multi-agent Team
Finance & BI AI Product Launch Intelligence Agent Multi-agent
Healthcare AI Medical Imaging Agent Starter AI Agent
Healthcare AI Health & Fitness Agent Advanced Single Agent
Healthcare AI Mental Wellbeing Agent Multi-agent
Education & Research AI Teaching Agent Team Multi-agent Team
Education & Research OpenAI Research Agent Starter AI Agent
Education & Research AI Deep Research Agent Advanced Single Agent
Travel & Tourism AI Travel Agent (Local & Cloud) Starter AI Agent
Travel & Tourism AI Travel Planner MCP Agent MCP AI Agent
Travel & Tourism AI Travel Planner Agent Team Multi-agent Team
Travel & Tourism AI Audio Tour Agent Voice AI Agent
Legal & HR AI Legal Agent Team (Cloud & Local) Multi-agent Team
Legal & HR AI Recruitment Agent Team Multi-agent Team
Coding & DevTools AI System Architect Agent Advanced Single Agent
Coding & DevTools Multimodal Coding Agent Team Multi-agent Team
Coding & DevTools GitHub MCP Agent MCP AI Agent
Coding & DevTools Notion MCP Agent MCP AI Agent
Coding & DevTools Browser MCP Agent MCP AI Agent
Coding & DevTools Chat with GitHub Chat with X
Coding & DevTools Chat with PDF Chat with X
Voice AI & Support Customer Support Voice Agent Voice AI Agent
Voice AI & Support Voice RAG Agent (OpenAI SDK) Voice RAG Agent
Gaming & Entertainment AI 3D Pygame Agent Autonomous Game Agent
Gaming & Entertainment AI Chess Agent Autonomous Game Agent
Gaming & Entertainment AI Tic-Tac-Toe Agent Autonomous Game Agent
Gaming & Entertainment AI Game Design Agent Team Multi-agent Team