ORForge Agent Pipeline
Full-lifecycle OR engineering agent for BUILD, REVISE, and EXPLAIN tasks on multi-file workspaces.
Architecture
| Agent | Responsibility |
|---|---|
| Workspace Explorer | Index business requirements, CSV/JSON data, Python source |
| Data Agent | Load tables with pandas/DuckDB; apply parameter revisions |
| Optimization Agent | Build Pyomo models from workspace data |
| Solver | Execute HiGHS / SCIP / CBC in isolated subprocess |
| Result Analyst | Compare baseline vs revised objectives |
| Explanation Agent | Identify binding constraints and cost trade-offs |