Pipeline Live
GET /api/status

7-Day History Backfill Running

Scanning: ( / channels)

0 offers queued

Ingestion Backlog

-- / -- offers ingested
0%
-- pending • 0 active
Dedup Absorption
--%
Duplicates absorbed --
Catalog Products
--
Multi-offer groups --
DeepSeek VLM Cost
$0.0000
-- calls -- toks
Intake Activity
--
Enabled channels -- / hr

Category Distribution

--

Storage & Nodes

Permanent Images:
Raw Intake Buffer:
Disk Available:
Telegram Posts:
Vector Engine: sqlite-vec SIMD int8
Live Engine Log Stream
Auto-polling (3s)

Discovered Telegram Channels

Enable or disable channels to control where offer ingestion occurs.

Configured Keyword & Price Alarms

Get notified via Telegram when an incoming offer matches price and keyword filters.

Pipeline Tuning Thresholds

Live calibration values for Gate 1 (pHash/ColorHash SIMD) and Gate 2 (CLIP embedding).

Historical Telegram Offer Ingestion

Scan message archives across your monitored channels to backfill past offers into the catalog.

How historical deduplication works:

• Only downloads photo messages that are not already recorded in your catalog or queue.

• Reposts are automatically matched by Gate 1 SIMD scan ($0 cost, instant).

• Truly unique offers call DeepSeek VLM and become canonical products in your catalog.

Backfill is running right now...