RAG

RAG Architecture & Vector Retrieval Simulator

Client-side AI engineering trade-off workbench
Token Latency
42 ms
Retrieval + Rerank
Top-K Precision
88.4%
Top match score
Context Saturation
18.7%
768 / 4096 tokens
Hallucination Risk
Low (12)
Guardrails Active
PIPELINE TOPOLOGY MAP CACHE MISS
PIPELINE CONFIGURATION
Chunk Size (Tokens) 256
Dense vs Sparse (Alpha) 0.70
Top-K Retrieval 3
Similarity Metric
Cross-Encoder Re-ranker
Hallucination Guardrails
Semantic Caching
LIVE VECTOR RETRIEVAL SIMULATOR
EXPORTABLE ARCHITECTURE SPEC