v2.5
RAG Analytics
System performance and retrieval quality metrics
114
Total Queries+23% this week
87%
Answer Rate+2.1% this week
156ms
Avg Latency-18ms this week
9%
Refusal Rate+1% this week
Query Volume (7 days)
Answer Distribution
Answered
87%Refused
9%Error
4%End-to-End Latency (24h)
Avg: 156msRetrieval Method Comparison
+14% from RerankerBM25
P: 0.72 R: 0.68Vector
P: 0.81 R: 0.79Hybrid
P: 0.89 R: 0.87RerankedBest
P: 0.94 R: 0.91Precision
Recall
Pipeline Stage Latencies
Query Rewrite23ms
BM25 Retrieval12ms
Vector Search38ms
RRF Merge4ms
Cross-Encoder Rerank58ms
LLM Generation450ms
0.91
Faithfulness
Target: 0.85
0.87
Answer Relevancy
Target: 0.8
0.82
Contextual Precision
Target: 0.75
Golden Dataset Evaluation (RAGAS Extension)
Large-Document Scoping (Deep Appendix Routing)
Avg Latency: 450msPrecision0.92
Recall0.88
Cross-Document Reasoning (Report Comparison)
Avg Latency: 820msPrecision0.85
Recall0.81