PUBLIC CASE · Delivered
RAG Lab
Hybrid retrieval, evidence gating, streaming answers, and deterministic evaluation over published content.
System flow
- 01Nuxt Content DTO
- 02FastAPI
- 03Dense + Lexical
- 04RRF
- 05Evidence Gate
- 06Provider
Holdout evaluation
Recall@5100.0%
MRR@592.5%
Refusal accuracy100.0%
Citation validity100.0%
p95 latency21 ms
Failure strategy
Weak evidence is refused. Failed rebuilds keep the previous index. Unknown citations fail the run. Browser cancellation closes downstream requests.
Data boundary
Published projects, posts, notes, and released archives only. Workspace data, drafts, backups, and secrets are excluded.
Release evidence
Metrics come from the v0.2.0 holdout run and sanitized real-provider acceptance archive.
View release archive