02 /UNDERSTAND
AI TECHNOLOGY
AI 技术
Understanding how AI systems work, from models to agents.
LLMVLMAgentRAGMultimodal
AI Knowledge Map
01
LLM
- Prompt Engineering
- Context Engineering
- Structured Output
- Function Calling
- Model Evaluation
02
VLM & Multimodal
- Image Understanding
- Video Understanding
- Temporal Understanding
- Multimodal Reasoning
03
Agent
- Tool Use
- Workflow
- Memory
- Multi-Agent
- Human-in-the-loop
04
RAG & Memory
- Chunking
- Embedding
- Retrieval
- Reranking
- Long / Short-term Memory
Learning Lab
LangGraph
Agent orchestration
StateGraphSubgraphMemoryHuman-in-the-loopTime TravelMulti-Agent
Learning NotesGitHub ↗
GitNexus / CodeGraph
Coming soonRepository understanding
Tree-sitterCode GraphRepository UnderstandingCross-file RelationsCommunity Detection
Learning NotesGitHub ↗
DeepWiki
Coming soonRAG-based wiki generation
RAGRepository QAWiki GenerationCode Understanding
Learning NotesGitHub ↗
Currently Exploring
VLA
Vision · Language · Action
Exploring
MCP
Tools · Context · Agent
Learning
Agent Memory
Long-term · Short-term · Retrieval
Reading
GraphRAG
Graph · Retrieval · Reasoning
Building Notes
Explore another skill