What the documents look like
For multilingual work in General export declarations, this page examines FastGPT model connections. Inspect parties, measurement units and packing scope in parallel trade text without treating matching wording as matching declarations. The examples are hypothetical.
Constraints at the model connections step
A bilingual exercise lists exporter, consignee and notify party separately, retaining each role beside its English name. Connection testing should inspect delivery of the paired roles and names instead of comparing company spelling alone. If the answer translates notify party as consignee, retain the actual request, original role and returned sentence. The same company name may carry different documentary roles. This text comparison establishes neither a party’s qualification nor acceptance of the shipment’s declaration information.
Configuration and implementation checks
| Connection check | Parallel trade-source scope | Verification clue |
|---|---|---|
| Role pairing | Exporter, consignee and notify party | Delivery of roles beside their names |
| Hierarchy preservation | Outer cartons and inner packages | No transfer of quantities or units |
| Gap location | English describes outer cartons only | Absent source versus omitted delivery |
| Output tracing | Changed party role or quantity | Corresponding request and returned sentence |
| Capability scope | Validate text and scanned images separately | No code or qualification inferred from a name |
Documented conditions
| Documented item / implementation check | Condition |
|---|---|
AI Proxy dependency | Inspect services, channels and application for the deployed version. |
AIPROXY_API_ENDPOINT | Use the AI Proxy service root address. |
AIPROXY_API_TOKEN | Use a nonempty administrator token matching the service. |
Model capabilities | Test capabilities required by the actual input path. |
Application parameters | Same-named interface fields need not override application settings. |
Three common errors
- If notify party becomes consignee, compare original role, actual request and output. Locate changed relationships during input or generation; identical company spelling does not erase documentary roles.
- If inner-package quantities attach to outer cartons, retain hierarchy, numbers and units while inspecting input structure. With both supplied, locate generated correspondence errors separately.
- If absent English use or specification text becomes purported original document wording, label the draft and obtain counterparts. Product names supply neither declaration codes nor undocumented conditions.
How to verify the setup
Use separate questions for roles, units and packing hierarchy, retaining the passages cited and unresolved items. An English product name can be drafted without supplying undocumented specifications or declaration codes. After obtaining corresponding text, hold the question and settings constant to inspect delivery and scope. If actual material depends on a scanned image, validate that input capability separately. The present bilingual text result does not establish reading of a stamp, diagram or image-based field.
| Material context | Scope |
|---|---|
| Document types | Export Declaration Form, Commercial Invoice, Packing List and Contract |
| Candidate sources | China International Trade Single Window, Customs Code Database, Freight Forwarder Bill of Lading and Enterprise ERP |
| Technical baseline | FastGPT v4.17.2 |