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.
Operations

System Health

Inspect public snapshot system state and exported events. Live backend services are disabled in hosted demo mode.

Snapshot source /demo-data/system.json

Public snapshot system state

Hosted public mode serves the Vercel frontend and static snapshot data. FastAPI, Redis/RQ, OpenSearch, Qdrant, workers, embeddings, and reranking run in the full local stack.

Snapshot system state loaded from /demo-data/system.json.Last refreshed Unavailable

Public hosted frontend

healthy

Vercel-hosted Next.js snapshot demo.

Status
available
Mode
public snapshot

Static snapshot data

healthy

Real exported outputs served from /demo-data.

Status
available
Source
/demo-data/system.json

Live backend API

warning

FastAPI is not hosted for the public snapshot demo.

Status
disabled publicly
Local stack
FastAPI available in live local mode

Redis/RQ

warning

Queue infrastructure is local-only in snapshot mode.

Status
local full stack only
Public jobs
disabled

Worker

warning

Workers run in the local full stack.

Status
local full stack only
Public jobs
disabled

OpenSearch

warning

BM25 lexical retrieval backend.

Status
local full stack only
Public retrieval
precomputed snapshot outputs

Qdrant

warning

Dense vector retrieval backend.

Status
local full stack only
Public retrieval
precomputed snapshot outputs

Embedding model

warning

Dense retrieval embedding model.

Model
BAAI/bge-small-en-v1.5
Status
local full stack only

Reranker model

warning

Hybrid rerank cross-encoder.

Model
cross-encoder/ms-marco-MiniLM-L-6-v2
Status
local full stack only

Queue status

warning

Redis/RQ is local-only in public snapshot mode.

Queue
local full stack only
Public jobs
disabled
Status
Public snapshot mode does not run Redis/RQ.

Model status

Models are used by the full local stack, not loaded in the hosted snapshot.

Embedding model

warning
Model
BAAI/bge-small-en-v1.5
Status
local full stack only
Hosted snapshot
not loaded publicly

Reranker model

warning
Model
cross-encoder/ms-marco-MiniLM-L-6-v2
Status
local full stack only
Hosted snapshot
not loaded publicly

Worker heartbeats

Workers run in the local full stack. Public snapshot mode serves exported outputs only.

Worker heartbeats are local full stack only. Hosted snapshot mode does not run Redis/RQ workers.

System events

Recent backend system events from the `system_events` table.

No system events matched the current filters.

0 events available for the current filters.