SVGV Budget 2026 project has uploaded over 200 files for detailed financial and policy analysis, with recent successful extraction, validation, and deployment of GPU-accelerated document processing, moving toward comprehensive insights. Project 14 contains the SVGV Budget 2026 data used in testing the Data Discovery feature. The E2E Test Suite uses real SVGV budget data for end-to-end validation of the Data Discovery feature. Project 14 contains the SVGV Budget 2026 data used in testing the Data Discovery feature. The E2E Test Suite uses real SVGV budget data for end-to-end validation of the Data Discovery feature. The E2E Test Suite uses real SVGV Budget 2026 data to validate the end-to-end discovery and analysis workflow.

The backend runs as a systemd service with GPU/DS-STAR access on elin. The backend runs as a systemd service on elin with GPU and DS-STAR access.

TableCatalog obtains table schemas and metadata from PostgreSQL to build comprehensive project table catalogs. The Backend provides catalog functionality TableCatalog uses a Danish to English translation dictionary to translate Danish table names into English keywords.

DataLens is deployed on theo, which runs containerized APIs and web frontend via Coolify, coordinating GPU-based document extraction on elin through SSH tunnels. theo manages backend services including FastAPI, RQ workers, PostgreSQL, Redis, and DuckDB, orchestrating document processing, storage, and agent interactions including the DS-STAR API and firewall configurations. The theo backend integrates with the elin GPU server via SSH to orchestrate Docling extraction and embedding jobs on the GPU hardware running on elin. SQLCoder-7B is used by the FastAPI backend on theo for Text-to-SQL queries. theo hosts the FastAPI backend which runs file extraction, DuckDB storage, and uses SQLCoder-7B for query processing. The theo backend server connects to the IronClaw service running on elin to delegate agent message processing via IronClaw Gateway API. theo Backend depends on IronClaw Gateway running on elin server to manage agent sessions and route requests. theo Backend uses the OpenClaw Skill API via HTTP on elin to execute ringfenced database queries safely for the agent. theo Backend accesses PostgreSQL database to manage budget files metadata as part of the data platform. User accesses the theo Backend as main API and service endpoint to interact with the platform for budget analysis. theo Backend is implemented with FastAPI for its web API and service operations. Frontend depends on the theo Backend API to obtain data and agent responses. theo Backend communicates with OpenClaw HTTP API for streaming agent sessions and ringfenced skill executions. Theo maintains an SSH tunnel to elin for connectivity.

Docker service with custom image, ports not exposed, used for batch processing. The worker (Docker) service is defined in docker-compose.yml. The worker (Docker) service is defined in docker-compose.coolify.yml.

The worker container runs the RQ worker instance responsible for processing extraction jobs. The worker container is idle, waiting for extraction jobs in the RQ worker queue after the reset. The Worker container hosts the RQ worker process for asynchronous job processing.