What the data for this category looks like
The data for agrochemical financing daily reports comes primarily from three sources: public announcements on the National Equities Exchange and Quotations, daily summaries from the Ministry of Agriculture and Rural Affairs Market Early Warning and Monitoring Platform, and industry news aggregation platforms. Updates occur daily. Releases are delayed to the next working day on weekends and statutory holidays. Each document uses a structured single record format. Every record includes six core fields: full enterprise name, financing round, financing amount, fund provider type, targeted agrochemical subcategory, and disclosure date. Financing amount is measured in ten thousand RMB. Disclosure dates use the YYYY-MM-DD format. Targeted agrochemical subcategories include specific product types such as compound fertilizer, herbicide, and insecticide.
Constraints imposed on workflow orchestration
The traits of agrochemical financing daily reports create multiple constraints for workflow orchestration. First, the targeted agrochemical subcategory field requires an extra filtering step after data is pulled. Only financing records for matching categories are retained, to avoid mixing non-agrochemical financing data. Second, the daily update rhythm requires a scheduled trigger task in the workflow. The task pulls the latest data immediately after news releases, to ensure timeliness. Third, field differences across multiple data sources need a unified JSON parsing template. This template adapts to the return formats of different platforms. Fourth, the ten thousand RMB unit for financing amounts needs standardized validation during data cleaning. This prevents statistical errors from unit confusion.
How to configure settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
SCHEDULE_CRON_EXP | 0 8 * * * | Agrochemical financing daily reports typically release in the morning. Triggering the workflow at 8:00 daily ensures access to the latest data |
HTTP_REQUEST_TIMEOUT | 30 seconds | Public news platform interfaces have stable response times. 30 seconds suffices for a single batch of data pulls, preventing timeout interruptions |
DATA_FILTER_KEYWORD | compound fertilizer, herbicide, insecticide, pesticide adjuvant | Matches core agrochemical subcategories, filters non-target field financing records to ensure data accuracy |
PARSE_JSON_SCHEMA | {"Full Enterprise Name":"string","Financing Amount":"number","Agricultural Chemicals Related Category":"string","Disclosure Date":"string"} | Adapts to the field structure of publicly disclosed financing daily reports, ensuring complete field matching during data parsing |
UPLOAD_FILE_MAX_SIZE | 50 MB | Single CSV/JSON files for agrochemical financing daily reports usually stay under this threshold, avoiding task failures from upload limits |
VARIABLE_REFERENCE_ENABLE | Enabled | Allows referencing workflow date variables at the file upload node, dynamically generating daily data file names to fit the daily update scenario |
WORKFLOW_MODEL_ALLOW_LIST | Enter configured model identifiers, such as gpt-4o-mini (must match account configuration) | Ensures the workflow can call models enabled on the account configuration page, avoiding model authorization errors |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- Symptom: Financing records returned after workflow runs include non-agrochemical category enterprises, and the
涉农资化品类field is empty. Cause: TheDATA_FILTER_KEYWORDparameter is not configured, and no category filtering is applied to pulled data. - Symptom: In version 4.14.4, models enabled on the account model configuration page cannot be selected in workflow nodes. Cause: The
WORKFLOW_MODEL_ALLOW_LISTparameter is not configured, and the corresponding model is not added to the workflow call allow list. - Symptom: When calling a custom file upload node, workflow date variables cannot be referenced, and only fixed links are supported. Cause: The
VARIABLE_REFERENCE_ENABLEparameter is not enabled, and variable reference functionality is not activated.
How to confirm configuration is complete
- Manually trigger the workflow once. Check if pulled financing records include preset agrochemical category keywords, and verify the
涉农资化品类field is properly populated. - Open the workflow's model node. Check if the selectable model list includes models enabled on the account configuration page, to confirm parameter configuration takes effect.
- Upload a test agrochemical financing daily report file. Attempt to reference a workflow date variable at the upload node, and verify the variable can be called normally to generate a file name.
- Connect multiple variable update nodes to an AI reply node. Run the workflow, and check if the AI reply includes all updated variable values, to confirm node linkage functions correctly.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.