RAG Architecture
Grounded answer flow for retrieval-first LLM applications.
01User Query
02Query Expansion
03Hybrid Search
04Vector Index
05Re-ranking
06LLM
07Response
AI Systems
Animated visual maps for RAG pipelines, agent architectures, and FastAPI AI systems.
Grounded answer flow for retrieval-first LLM applications.
Planner-tool-memory loop for multi-step intelligent automation.
Typed API surface around model orchestration and persistence.