RAG Architecture Engine: Graph Traversal vs Vector Search Evaluator

Benchmark Configurations

Select Query Scenario

Hybrid Search Configurator

Vector Weight (Alpha) 0.50

0.0 (Pure Graph) 1.0 (Pure Vector)

Max Graph Hop Distance 2

Architecture Finding: Pure Vector Search scores management docs with high similarity (0.89) but fails multi-hop paths. Knowledge Graph traces exact connections in 2 hops.

Vector Top-K Node

Graph Multi-hop Trace

Target Ground Truth Answer

Retrieval Diagnostics

Vector Top Cosine

0.89

Graph Path Hops

Precision @ K=3

33.3%

Hybrid Match Rank

Comparative Output Ranks

Rank	Vector Search	Graph Traversal

Step Execution Log

[Ready] Engine initialized. Select preset or custom query to execute.

Add Knowledge Node