GitHub for discovering everything you need to build with AI.
300+ verified resources across 50 categories. No hallucinations — only real, existing tools and links.
| # | Category | What's Inside | Link |
|---|
| 1 | Language Models | Llama 3.1, Qwen 2.5, Mistral, Gemma, Phi-3 | ai-models/ |
| 2 | Coding Models | DeepSeek Coder, StarCoder, CodeLlama, Codestral | coding-models/ |
| 3 | Image Models | FLUX.1, SDXL, Stable Diffusion 3, DALL-E 3 | image-models/ |
| 4 | Video Models | Open-Sora, CogVideo, SVD, AnimateDiff | video-models/ |
| 5 | Audio Models | MusicGen, AudioCraft, Demucs, Bark | audio-models/ |
| 6 | Vision Models | YOLOv8, SAM 2, PaddleOCR, Florence-2 | vision-models/ |
| 7 | Speech Models | Whisper, ElevenLabs, Coqui XTTS, Parler TTS | speech-models/ |
| 8 | Embedding Models | BGE-M3, CLIP, Jina v2, Cohere Embed | embedding-models/ |
| # | Category | What's Inside | Link |
|---|
| 9 | AI Frameworks | LangChain, LlamaIndex, DSPy, Dify, Haystack | ai-frameworks/ |
| 10 | Agents | CrewAI, AutoGen, LangGraph, MetaGPT, OpenHands | agents/ |
| 11 | Agent Skills | Web Search, Code Execution, File Ops, DB Query | agent-skills/ |
| 12 | AI Workflows | LangGraph, CrewAI, Dify, n8n pipelines | ai-workflows/ |
| 13 | MCP Servers | Filesystem, GitHub, PostgreSQL, Brave Search | mcp-servers/ |
| 14 | Templates | FastAPI RAG, Next.js Chatbot, Gradio, Docker | templates/ |
| # | Category | What's Inside | Link |
|---|
| 15 | Datasets | The Pile, LAION-5B, MMLU, SlimPajama | datasets/ |
| 16 | RAG Tools | RAGFlow, Kotaemon, LlamaIndex, Haystack | rag-tools/ |
| 17 | Vector Databases | Milvus, Qdrant, Chroma, Weaviate, pgvector | vector-databases/ |
| 18 | Data Cleaning | Cleanlab, Great Expectations, Label Studio | data-cleaning-tools/ |
| 19 | Memory Systems | Mem0, Letta, Zep, Cognee, LangMem | memory-systems/ |
| # | Category | What's Inside | Link |
|---|
| 20 | Inference Providers | Together AI, Groq, Fireworks, Modal, DeepInfra | inference-providers/ |
| 21 | Local Inference | Ollama, llama.cpp, vLLM, GPT4All, Jan | local-inference-tools/ |
| 22 | AI Infrastructure | vLLM, TGI, Ray Serve, TensorRT-LLM, Triton | ai-infrastructure/ |
| 23 | Model Routers | OpenRouter, LiteLLM, Portkey, RouteLLM | model-routers/ |
| # | Category | What's Inside | Link |
|---|
| 24 | Developer Tools | Cursor, Continue, Aider, Copilot, Codeium | developer-tools/ |
| 25 | CLI Tools | Ollama CLI, HF CLI, Aider, Gradio CLI | cli-tools/ |
| 26 | SDKs | OpenAI, Anthropic, Cohere, Mistral, Together | sdks/ |
| 27 | API Integrations | LiteLLM, OpenAI, Anthropic, Google, Groq | api-integrations/ |
| 28 | UI Components | Vercel AI SDK, Chainlit, Shadcn, Open WebUI | ui-components/ |
| 29 | Coding Agent Configs | Cursor Rules, Copilot Instructions, Aider Config | coding-agent-configs/ |
| # | Category | What's Inside | Link |
|---|
| 30 | Guardrails | Guardrails AI, Nemo Guardrails, LLM Guard | guardrails/ |
| 31 | Security Tools | Garak, PyRIT, Text Attack, Rebuff | security-tools/ |
| 32 | Evaluation Tools | Ragas, DeepEval, Promptfoo, lm-eval-harness | evaluation-tools/ |
| 33 | Observability | Langfuse, LangSmith, Phoenix, MLflow | observability/ |
| 34 | Cost/Latency Tools | Promptfoo, Tiktoken, RouteLLM, Unify | cost-latency-tools/ |
| # | Category | What's Inside | Link |
|---|
| 35 | Prompts | Chain-of-Thought, Few-Shot, Code Gen, RAG | prompts/ |
| 36 | System Prompts | General, Code, Data Analyst, Teacher, Safety | system-prompts/ |
| 37 | Prompt Files | Ready-to-use .txt and .json prompt files | prompt-files/ |
| # | Category | What's Inside | Link |
|---|
| 38 | Research Papers | Attention Is All You Need, GPT-3, LoRA, CLIP | research-papers/ |
| 39 | Research Implementations | nanoGPT, whisper, llama.cpp, ComfyUI | research-implementations/ |
| 40 | Benchmarks | MMLU, HumanEval, LM Arena, GSM8K, HELM | benchmarks/ |
| 41 | Tutorials | LangChain, RAG, Fine-tuning, Prompt Engineering | tutorials/ |
| 42 | Books | Deep Learning, Hands-On ML, Build LLM from Scratch | books/ |
| 43 | Courses | Fast.ai, CS229, CS231n, HuggingFace, deeplearning.ai | courses/ |
Community
| # | Category | What's Inside | Link |
|---|
| 44 | Newsletters | The Batch, Import AI, TLDR AI, Ahead of AI | newsletters/ |
| 45 | Blogs | Lilian Weng, Jay Alammar, Chip Huyen, OpenAI | blogs/ |
| 46 | Podcasts | Lex Fridman, Practical AI, Latent Space | podcasts/ |
| 47 | YouTube Channels | 3Blue1Brown, Karpathy, Two Minute Papers | youtube-channels/ |
| 48 | Communities | HuggingFace, r/MachineLearning, Kaggle | communities/ |
| 49 | Open Source Projects | Ollama, LangChain, n8n, Dify, vLLM | open-source-projects/ |
- Pick a category from the table above
- Open the README.md inside that folder for full details, links, and comparisons
- Or open the .json file for structured data you can script with
Each category folder contains:
README.md — Human-readable docs with tables, links, descriptions*.json — Machine-readable data for programmatic access
We welcome contributions! Rules:
- Resource must be real and verified
- Link must work and point to the correct location
- No hallucinations — only existing tools/resources
- Include official documentation or repo links
- Open a PR for review
MIT License — see LICENSE for details.
Arca — Discover everything you need to build with AI.