Vector Search & RAG Hallucination Simulator
D3 & Math.js Powered
Reset State
Export Diagnostic Trace
2D Semantic Embedding Space
Query Vector: [0.85, 0.25]
Drag cyan handle to move query vector | Click space to reposition
Preset RAG Diagnostic Scenarios
1. Exact Match Grounding
Query aligns tightly with high-confidence Zenless Zone Zero & skill document embeddings.
2. Out-of-Domain Context Drift
Query floats into unindexed space, forcing retrieval of weak candidates below strict threshold.
3. Semantic Overlap Confusion
Query sits on the boundary between AI generation concepts and character event news.
4. High Noise Injection
Top-K forced high with low cutoff retrieves completely ungrounded irrelevant artifacts.
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