README.md

Awesome-AI

• LLM
  • Model
  • Prompt
  • Tutorial
• Agent
  • Tutorial
  • Web
  • Reference Implementation
  • Framework
• RAG
  • Tutorial
  • Framework
• OCR
• Crawling
• Repo
• Course

LLM

Model

• meta-llama/llama3
• deepseek-ai/DeepSeek-R1
• deepseek-ai/DeepSeek-V3
• QwenLM/Qwen2.5

Prompt

• brexhq/prompt-engineering
• f/awesome-chatgpt-prompts
• dair-ai/Prompt-Engineering-Guide

Evaluation

• comet-ml/opik

Tutorial

• huggingface/smol-course

Agent

• All-Hands-AI/OpenHands
• SamuelSchmidgall/AgentLaboratory
• langchain-ai/social-media-agent
• mediar-ai/screenpipe
• ericciarla/trendFinder
• virattt/ai-hedge-fund
• jaylann/LinkedInfluencer
• kyopark2014/agentic-solver

Tutorial

• langchain-ai/langchain-academy
• teddylee777/langchain-kr
• NirDiamant/GenAI_Agents
• JoshuaC215/agent-service-toolkit
• kyopark2014/nova-agent
• patchy631/ai-engineering-hub
• horizondatawave/cookbook

Web

• browser-use/browser-use
• browser-use/web-ui
• browserbase/open-operator

Reference Implementation

• ItzCrazyKns/Perplexica
• zaidmukaddam/scira

Framework

• langchain-ai/langchain
• langchain-ai/langgraph
• run-llama/llama_index
• huggingface/smolagents
• openai/swarm
• SciPhi-AI/R2R
• crewAIInc/crewAI
• microsoft/autogen
• QwenLM/Qwen-Agent
• AK391/ai-gradio

RAG

• khoj-ai/khoj
• Cinnamon/kotaemon
• Softlandia-Ltd/vision-is-all-you-need
• alonlavian/RAGent
• madarco/ragrabbit
• lesteroliver911/docling-pdf-processor
• multinear-demo/demo-bank-support-lc-py
• lesteroliver911/openai-rfp-response-analyzer

Tutorial

• bRAGAI/bRAG-langchain
• asinghcsu/AgenticRAG-Survey
• RAG 세상을 헤엄치는 사람들을 위한 가이드북
• Guidebook to the State-of-the-Art Embeddings and Information Retrieval

Framework

• infiniflow/ragflow

OCR

• DS4SD/docling
• Byaidu/PDFMathTranslate
• straussmaximilian/ocrmac
• microsoft/markitdown
• lesteroliver911/license-vision-analyzer

Crawling

• mendableai/firecrawl
• unclecode/crawl4ai

Repo

• awesome-llm-apps
• lizhe2004/Awesome-LLM-RAG-Application
• jxzhangjhu/Awesome-LLM-RAG

Course

• andresvourakis/data-scientist-handbook
• Moataz-Elmesmary/Data-Science-Roadmap
• academic/awesome-datascience
• microsoft/ML-For-Beginners
• microsoft/Data-Science-For-Beginners
• openai/openai-cookbook
• anthropics/anthropic-cookbook
• teddylee777/machine-learning

Paper

• 2025년 AI 엔지니어가 되기 위한 10개 분야, 50개 필수 논문 리스트
• The 2025 AI Engineer Reading List
• NLP 공부하는 사람이라면 꼭 읽어야하는 논문 대신 정리해드립니다
• Must-Read Research Papers for NLP

Resource

• Andrej Karpathy - Deep Dive into LLMs like ChatGPT