What the data for this category looks like
Documents and materials for pharmaceutical distribution mainly come from internal ERP and WMS systems, as well as reporting interfaces from drug regulatory authorities. They include purchase orders, drug acceptance receipts, cold chain transportation records, GSP compliance self-inspection forms, and other types. Data updates generate individual documents in real time alongside business transactions. Batched monthly compliance documents are synced daily. Each individual document has fixed fields: generic drug name, production batch number, expiration date, distribution enterprise name, transportation temperature range, and compliance inspection items. Field units include boxes, cases, batch numbers, degrees Celsius, and others. The structure is fixed and must meet the format requirements of drug regulatory authorities.
What constraints these characteristics impose on workflow orchestration
Document data for pharmaceutical distribution must strictly comply with GSP compliance requirements. Therefore, workflows must include multiple rounds of field validation nodes to prevent missing key information. Cold chain transportation records are time-series data. Temperature validation nodes must be executed in the order of data generation time. This places clear constraints on the trigger order of workflow nodes. Individual documents may include multiple attached files. This requires workflows to support multi-file upload and batch parsing. Processing large numbers of batched documents will extend single workflow execution time, which places higher requirements on timeout configurations. At the same time, document generation must bind real-time data from business systems. This requires workflows to directly connect to ERP/WMS data sources to avoid data lag.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Timeout | 600–1200 seconds | Pharmaceutical distribution document processing includes multiple steps such as field validation, file parsing, and compliance checks. The value range is calibrated based on actual testing |
variables binding | Bind core fields such as drug batch number and transportation temperature | Transfer business context across nodes to ensure consistency of process data |
nodeId sorting | Sort nodes by data generation time | Cold chain transportation records require temperature compliance validation along the timeline. Executing in order ensures correct logic |
| File upload limit | Upload up to 10 files at a time, single file no larger than 1000 MB | Pharmaceutical distribution acceptance receipts often include multiple scanned documents and test reports. Limiting quantity and size prevents node overload |
| Form input validation | Enable required field validation | Drug batch number and expiration date are required items for GSP compliance. Validation blocks abnormal data from entering the workflow |
| Search parameter association | Bind business parameters in variables | Focus search tool calls on pharmaceutical distribution regulatory scenarios to avoid overly general results |
Three Common Mistakes
- Phenomenon: Workflow execution is forcibly terminated after exceeding 1200 seconds, returning status code 504 Gateway Timeout. Cause: The timeout configuration was not adjusted for documents with multiple validation steps in pharmaceutical distribution, and the default short timeout setting was used instead.
- Phenomenon: Form submission proceeds directly to subsequent nodes without triggering required field validation. The generated document is missing the drug batch number or expiration date. Cause: Required field validation and submission blocking rules for form input were not configured, causing documents that do not meet GSP compliance requirements to enter the workflow.
- Phenomenon: Uploaded JPEG format acceptance receipt scans cannot be parsed by the workflow, returning a "unsupported file format" prompt. Cause: The workflow node was not configured to allow upload of PDF, CSV, and JPEG format files, while most pharmaceutical distribution business documents use these three formats.
How to Confirm the Configuration Is Correct
- Manually trigger the workflow for a single pharmaceutical distribution document, check that execution duration falls within the preset 600–1200 second range.
- Skip the drug batch number or expiration date field when filling out the form, confirm that the workflow blocks submission and prompts for missing required information.
- Upload a PDF format cold chain transportation record file, confirm that the workflow can parse the file normally and extract the transportation temperature field.
- Bind the generic drug name parameter from
variablesbefore the search node, trigger the search, and check that results focus on regulatory information for the target drug.
All recommended values are common starting points. Adjust configurations based on your own specific samples and business needs.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.