infdb-db: Core PostgreSQL database with PostGIS, timescaledb, and pgrouting extensions; handles all central storage and queries.
infdb-import: Automates the ingestion, structuring, and integration of external open data formats into the platform.
pgAdmin: Web UI for inspecting schemas, running SQL, managing roles; auto-configured credentials.
FastAPI: REST endpoints with OpenAPI docs and validated access to 3D, geospatial, and time-series data.
Jupyter: Notebook environment for exploratory queries, ETL prototypes, reproducible analysis.
QWC2: Web mapping client for 2D/3D visualization, layer styling, spatial inspection, quick dataset validation.
PostgREST: Auto-generated REST API over PostgreSQL schemas using DB roles for auth; rapid, lightweight data access without extra backend code.
pygeoapi: OGC API (Features/Coverages/Processes) server exposing PostGIS data via standards-based JSON & HTML endpoints for interoperable geospatial discovery and querying.
Opencloud: Cloud infrastructure and deployment management for scalable service orchestration and resource provisioning.
