What the data for this category looks like
Duty-free category financial report data mainly comes from public periodic reports of listed companies on domestic and overseas exchanges, and monthly or quarterly operation announcements officially released by duty-free business operators. The data update rhythm follows fixed disclosure cycles: quarterly reports are released within one month after the end of each quarter, and annual reports are audited and published by the end of April of the following year. Document structures mostly combine structured tables and paragraph text. Core fields include offshore duty-free business revenue, average daily passenger flow, customer unit price, revenue scale of each category of duty-free goods, etc. Corresponding units are RMB yuan, person-times, yuan/person-time, and RMB yuan respectively.
What constraints these characteristics impose on workflow orchestration
Multi-source heterogeneous data sources require workflows to be configured with multiple data source pull nodes, to adapt to PDF formats of exchange announcements and web text formats of official operation announcements. Coexisting fixed disclosure cycles and temporary announcements require workflows to support both scheduled triggering and incremental triggering modes, to avoid missing sudden operation data. Exclusive fields related to offshore duty-free business require targeted field extraction rules to replace general financial report extraction templates. A large volume of refined operation data in documents requires workflows to be configured with context length limit nodes, to prevent LLM context overflow.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TYPE | "Structured Table Priority + Paragraph Extraction" | Adapts to the mixed document structure of structured revenue tables and unstructured operation descriptions in duty-free financial reports |
TRIGGER_MODE | "Scheduled Trigger + Incremental Trigger Linkage" | Matches the update rhythm of coexisting fixed disclosure cycles and temporary announcements. Scheduled triggers cover regular financial reports, while incremental triggers capture temporary operation announcements |
MAX_CONTEXT_LENGTH | "8000–12000 characters" | Balances the long text content of duty-free financial reports and LLM context limits to avoid content truncation |
INCREMENTAL_SYNC_INTERVAL | "6 hours" | Adapts to the non-fixed release rhythm of temporary announcements to pull new operation data in a timely manner |
FIELD_EXTRACT_TEMPLATE | "Preset Offshore Duty-Free Exclusive Field Template" | Accurately extracts exclusive fields of duty-free business such as revenue and passenger flow, replacing general financial report extraction rules |
RECALL_THRESHOLD | "0.75–0.85" | Filters low-correlation general financial report content and focuses on knowledge base fragments related to duty-free business |
The parameter values provided on this page are conventional recommendations used as a starting point for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require case-by-case analysis, and testing on applicable sample data is recommended before finalizing settings.
Three common mistakes
- Phenomenon: The knowledge base search node in the workflow returns normal results during debugging, but the final AI dialogue session does not reference the knowledge base content. Cause: The
KNOWLEDGE_RETRIEVAL_AFTER_TRIGGERparameter is not configured, causing the knowledge base recall logic to not be triggered during the dialogue session. - Phenomenon: The generated financial report analysis report has misaligned structured data and text descriptions, and corresponding fields are not marked as required. Cause: No exclusive marking rules are configured using the
FIELD_MARK_TEMPLATEparameter, and general marking rules cannot adapt to the multi-field combination format of duty-free business. - Phenomenon: The report generated after the workflow runs lacks special data for offshore duty-free business. Cause: The duty-free exclusive template is not bound during the field extraction stage, and general financial report extraction rules are mistakenly used, resulting in missing core fields.
How to confirm the configuration is complete
- Run the parsing node for a single quarterly financial report of a duty-free enterprise, check whether the extracted fields include exclusive fields such as offshore duty-free business revenue and passenger flow, and confirm that the field extraction rules take effect.
- Trigger both scheduled triggering and incremental triggering modes, check whether data source pull covers regular financial reports and temporary announcements, and confirm that the triggering logic matches the update rhythm.
- Call the test interface of the workflow, check whether the analysis report generated by the LLM correctly references the duty-free business data in the knowledge base, and confirm that the recall and reference logic is normal.
- Export the workflow configuration file, check whether all node parameters match the preset configuration, and confirm that no configuration is lost.
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.