What the data for this category looks like
Targeting IT service research reports for the financial industry. Data sources include publicly available industry analysis documents, vendor public service proposals, operation and maintenance monitoring public data, and customer implementation case materials. Update cycles follow a quarterly baseline, with temporary updates triggered by major industry technology iterations or policy adjustments. Document structure includes modules such as industry track overview, segmented service proportion, vendor competitiveness analysis, technology implementation paths, and compliance requirement descriptions. Fields include service type, delivery cycle, customer unit price range, compliance level, and more. Common units include person-month, ten thousand yuan/year, compliance level identifiers, and similar.
What constraints these characteristics impose on workflow orchestration
The multi-source and decentralized origins of IT service research reports require workflows to configure multiple parallel retrieval nodes for different data sources, to avoid missing information. The dual update rhythm of quarterly and temporary updates requires workflows to support both scheduled trigger and manual trigger modes. The long-text and multi-field document structure requires workflows to configure segment parsing and structured extraction nodes, to adapt to different types of research report content. The presence of compliance-related fields requires workflows to add a pre-sensitive content check step, to avoid regulatory risks. The precise retrieval requirement for segmented tracks requires configuration parameters to adapt to narrow-range information recall, to avoid irrelevant cross-industry content interfering with retrieval results.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Single IT service research report has a long length, sufficient parsing time must be reserved |
Segment Length | 800–1200 characters | IT service research reports contain technical proposals and business data, segment length is adapted to long-text splitting |
Recall Count | Top 8–12 entries | Covers multi-dimensional information of segmented tracks, avoids missing key details |
Similarity Threshold | 0.75–0.85 | Filters low-relevance cross-industry content, accurately matches IT service segmented requirements |
WORKFLOW_TRIGGER_MODE | Scheduled trigger + Manual trigger | Adapts to dual scenarios of quarterly research report updates and temporary retrieval |
SENSITIVE_CONTENT_SWITCH | Enabled | Filters content involving compliance risks in research reports, complies with industry regulatory requirements |
The parameter values provided on this page are common recommended starting points for configuration setup. Actual values are affected by material format, data volume, and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Three common mistakes
- When calling a workflow externally, only the reply from the first node is returned, and subsequent orchestration nodes are not triggered. The
EXTERNAL_CONTINUE_MODEconfiguration for the workflow is not enabled, so external requests only trigger a single node execution. - The workflow cannot read uploaded research report Excel attachment content. The
PARSE_EXCEL_SHEET_INDEXparameter is not configured. The default setting reads the first worksheet but does not specify a target data range, or the attachment format does not comply with standard Excel specifications. - The number of research report information entries returned after workflow execution exceeds expectations, or no matching content appears at all. The
Recall CountandSimilarity Thresholdparameters are not adjusted. The recall range is too wide or too narrow, and does not adapt to the segmented retrieval requirements of IT service research reports.
How to confirm the configuration is complete
- Trigger a manual execution, check the execution status of each node in the workflow log, and confirm that all orchestration nodes run normally.
- Upload a test IT service research report document, verify the split segment content after parsing, and confirm that it matches the preset length range.
- Enter a retrieval keyword for a segmented track, verify the number and relevance of returned research report information, and adjust parameters to meet required ranges.
- Configure a scheduled trigger rule, check the scheduled task log, and confirm that the research report data synchronization process runs as planned.
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.