Core System Workflow

Here is the interactive architecture visualization constructed from the system blueprint. It maps out the flow from data sources to the final analytical layers powered by Qwen.

Pipeline Highlights

The system operates across three distinct processing stages:

1. Telemetry & Imagery Pipelines:
   • AIS data is ingested, decoded, and correlated before resting in PostgreSQL.
   • Satellite Imagery is preprocessed into different formats (Mbtiles, Jpg Clips, and a metadata Master CSV) and stored in MinIO.
2. Correlation Layer:
   • The processed insights from the satellite data (Master CSV) are fed into the correlation engine for cross-referencing with decoded AIS telemetry.
3. Agentic Layer:
   • The central ReAcT Loop pulls insights from both PostgreSQL and MinIO.
   • It utilizes sophisticated tools, memory layers, and an Embedding Model to feed the Qwen 2.5 35B LLM.