L0 / L1 / L2 Tiered Context Loading

Click a tier to see how OpenViking delivers context on demand, reducing token consumption by up to 95%

Agent viking:// query request VikingFS Directory Recursive Retrieval viking://resources/ always if needed on demand L0: Abstract One-sentence summary for quick ID ~100 tokens per item L1: Overview Core info for planning decisions ~2,000 tokens per item L2: Full Details Complete original content ~10,000+ tokens per item LLM Context Window 550 avg tokens Token Usage Comparison Traditional RAG ~10,000 tokens OpenViking L0 ~550 avg
Interactive Diagram: Click a tier button to see how OpenViking progressively loads only the context an agent needs.