Aletheia
Snapshot demo data layer
Source: /demo-data exports
Public demo mode

This hosted demo uses real precomputed outputs generated by the full Aletheia local pipeline.

Live retrieval, index rebuilds, and admin jobs are disabled publicly to avoid always-on search and ML infrastructure costs.

The full live stack runs locally with FastAPI, Postgres, Redis/RQ, OpenSearch, Qdrant, embeddings, and reranking.
Evaluations

Evaluation observability dashboard

Inspect real exported qrels-backed evaluation runs, aggregate metrics, per-query results, trace links, and report JSON.

Snapshot source /demo-data/evaluations.json

Public evaluation snapshot

Metrics, query results, and reports are real exported outputs from completed local evaluation runs.

Metric comparison

Recent runs with real Recall@10, MRR@10, and NDCG@10 values.

No numeric metric values available for charting.

Latency comparison

Recent runs with real measured latency fields.

No latency values available for charting.

Evaluation runs

0 runs loaded from snapshot exports.

No evaluation runs returned for the current filters.

Select an evaluation run

No run is selected.

No fake run details are shown when no real run is selected.