Developer / Stakeholder Tool

Data & Retrieval Console

MongoDB ↔ Qdrant sync, org-data health, and a live look into the RAG pipeline.

Load the latest reconciliation.

Index quality · BM25 + chunk health (sampled)

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LLM queue health · throughput / latency / saturation

Live while this API process runs embeddings (i.e. during a re-ingest). Load now

Per-mailbox coverage

Runs planning + retrieval only (no synthesis), so it's fast and shows exactly what was understood and retrieved.
Trigger re-ingestion (production only)