Overview

Live

RAG Quality Score

64/10012 ptsvs 7d

Your RAG pipeline is not production-ready. 28% of answers reference outdated documents, and citation accuracy has dropped 18% this week.

Retrieval

71%3%

Citation

61%18%

Freshness

74%8%

Perm Safety

92%—

Score Trend — Last 12 Weeks

RagScore

Recommended Actions

All failures

Enable effective_date metadata filterF8

347 traces fail because outdated documents outrank latest versions

+18% RagScore

Effort: Low

Add table-aware document parserF5

335 traces fail due to corrupted table extraction in PDFs

+12% Recall

Effort: Medium

Increase rerank top-K from 10 to 30F2

273 traces have the correct chunk ranked too low to enter context window

+9% Recall

Effort: Low

Enable strict citation mode in generation promptF10

174 traces have answers not grounded in retrieved context

+15% Faithfulness

Effort: Low

Tuning Lab

View all

Heading-aware Chunking

500 queries · Completed

+18.4%

Hybrid Search Tuning

82%

Reranker Threshold

Queued

Recent Failing Traces

View all

F82025년 4월 이후 변경된 환불 정책은?342m F8Is the premium SLA still 4 hours?4115m F5How to configure SSO for our org?5228m F2Data residency options in APAC?581h F8Cancellation window for annual plans?291h

Pipeline Status

Ingest88

Parse71

Chunk82

Embed91

Retrieve71

Rerank78

Generate82

Cite61

ACL92