Artificial Intelligence
Artificial Intelligence
Notes about AI: industry, products, news, and knowledges.
Industry Chain
AI industry chain include upstream, midstream, downstream.
- Upstream: Include Silicon Vendor, Cloud Service Provider, Model Provider.
- Silicon Vendor: INTEL, AMD, NVIDIA, ARM, etc
- CSP(Cloud Service Provider): Amazon, Google, Microsoft, Meta, ByteDance, Alibaba, Baidu, Huawei, etc
- MP(Model Provider): OpenAI, Claude, DeepSeek, Zhipu, MiniMax, Qwen, etc
- Midstream: Include software framework and infrastructure provider
- Train Framework
- Inference Framework
- Model Hub: HuggingFace, ModelScope
- HuggingFace provide transformers, datasets, optimum, tokenizers for running or training model.
- Agent Framework: LangChain, LlamaIndex
- Database Framework: Chromadb, Neo4J, etc
- RAG Framework
- UI Framework: OpenWebUI, Streamlit, Chainlit
- MCP Framework
- Memory Framework
- Downstream: Include huge applications
- Chat: Open-WebUI
- RAG: RAG Flow
Utilities
Click here for AI tools
Books
Click here for AI books
Peoples
Click here for AI domain
Concepts
AI and ML, Prompt, MOE, OCR, Embedding, Skill, Template
Player
Products
Data Process
RL
Experiences about RL