Optional on CPU Basic. Default fast mode keeps the demo responsive.

CSV columns

order_id, customer, lat, lng, demand, service_min, ready_time, due_time, priority, notes, optional manual_sequence.

Leave the file empty to run the included sample route.

Build Small fit

OpenBMB MiniCPM5, 1.08B parameters, local GGUF path, no cloud LLM API, synthetic sample data, explicit parser trace.

OpenBMB MiniCPM5 Constraint Parse

Click Plan route to parse notes with MiniCPM5-1B-GGUF when available, or the deterministic fallback on CPU Basic.

Optimized route