01
Replaces RAG pipelines with hierarchical filesystem-based retrieval
02
No vector databases, no embeddings, no rerankers
03
Retrieval is handled through LLM-native tool calls
04
Delivered as an MCP server — compatible with any MCP client
05
Deployable on-premises for data residency needs
06
Up to 70% lower token cost than traditional RAG stacks