Definition
An iterative agentic workflow that autonomously decomposes a complex query into multi-step sub-tasks, recursively performing granular search and synthesis; it prioritizes high factual recall and depth of inquiry over immediate latency and token efficiency.
Refers to recursive agentic reasoning patterns, not a specific neural network architecture.
"A Deep-Sea Submarine: It doesn't just scan the surface (initial query); it descends through multiple layers, stops to collect specific samples at various depths, and synthesizes a complete map of the trench."
- Sub-query Decomposition(Component)
- Chain-of-Thought (CoT)(Prerequisite)
- Recursive Retrieval(Component)
- Agentic Loop(Prerequisite)
Conceptual Overview
An iterative agentic workflow that autonomously decomposes a complex query into multi-step sub-tasks, recursively performing granular search and synthesis; it prioritizes high factual recall and depth of inquiry over immediate latency and token efficiency.
Disambiguation
Refers to recursive agentic reasoning patterns, not a specific neural network architecture.
Visual Analog
A Deep-Sea Submarine: It doesn't just scan the surface (initial query); it descends through multiple layers, stops to collect specific samples at various depths, and synthesizes a complete map of the trench.