Build a Dangerous Goods Intake and Yard Segregation Planner

Review chemical dangerous goods declarations submitted via FormSG webhooks. Validate segregation constraints and synthesize compliant warehouse yard staging plans before vessel berthing.

Dangerous Goods Safety Officer

Process incoming dangerous goods declarations from FormSG intake webhooks.

Cross-reference UN classification codes against dangerous goods compatibility tables.

Scan designated yard blocks to detect hazardous co-location violations.

Synthesize a verified container yard placement plan and output handling instructions.

Interactive 2D container yard grid visualizer flagging segregation breaches and proposing safe staging slots.

Construct sample dangerous goods declarations following the FormSG attachment and field payload format. Starter examples below are synthetic. They are not downloaded records.

Singapore government FormSG Parses multi-field FormSG form submissions and attachment metadata representing commercial hazmat filings.

pydantic-ai, fastapi, open-attestation. Pydantic AI ensures rigid type validation and guardrails over hazardous goods classification data. Local or hosted LLM to interpret SDS handling guidelines and explain hazardous segregation rules.

Submit runnable source, pinned dependencies, setup commands, a working interface, example outputs, and a recorded end-to-end demo. Include tests and an action log.

Ingest FormSG hazardous chemical declarations and SDS submittals.

Validate chemical classes against Singapore port dangerous goods yard compatibility matrices.

Generate compliant container yard stacking coordinates preventing incompatible co-location.

Export verified staging manifests with TradeTrust-compatible OpenAttestation digital signatures.

```json [ { "input": { "un_class": "Class 3 Flammable Liquids", "un_number": "UN1203", "volume_liters": 5000, "yard_adjacent_containers": [ "UN3101 Class 5.2 Organic Peroxide" ] }, "expected_output": { "action": "RELOCATE_CONTAINER", "buffer_distance_required_meters": 12, "segregation_violation": true, "staging_permitted": false } }, { "input": { "un_class": "Class 3 Flammable Liquids", "un_number": "UN1203", "volume_liters": 5000, "yard_adjacent_containers": [ "UN1263 Class 3 Paint" ] }, "expected_output": { "action": "ASSIGN_SLOT", "buffer_distance_required_meters": 0, "segregation_violation": false, "staging_permitted": true } } ] ```

Staging plans are synthetic simulations; strictly non-operational for actual physical hazardous material handling. Use mock external writes. Require human review before any real deployment.