What the data for this category looks like
Data sources for engineering consulting intelligent due diligence reports include pre-project feasibility studies, site survey imagery, cost accounting documents, industry policy compliance lists, and client requirement documents, among others. Data update rhythms adjust dynamically with project progress. It syncs when project plans are adjusted, costs change, or policies are updated. Document structures include project overviews, technical parameter details, cost accounting sheets, compliance check items, and risk warning modules, among others. Fields include building area (㎡), construction and installation cost (ten thousand yuan), material batch numbers, compliance clause numbers, and others. Some fields vary based on project type.
Constraints Imposed on Workflow Orchestration
Multi-source heterogeneous data sources require workflows to connect multiple types of data pulling and formatting components. This enables unified integration of data from different sources. Dynamic update rhythms require configuring scheduled synchronization or incremental pulling nodes. This prevents data lag from affecting the timeliness of due diligence reports. Unfixed document structures require workflows to support dynamic field adaptation. This avoids hard-coded fields causing adaptation failures for different projects. Fields with specific units require workflows to embed unit verification components. This prevents data format errors from impacting subsequent analysis and report generation.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
multi_qa_return_mode | last_only | Engineering consulting due diligence multi-turn conversations only require final conclusions, no intermediate interaction content |
file_export_citation_switch | false | Due diligence reports need to be concise without redundant citations, in line with industry delivery standards |
code_run_log_storage_duration | 7 days | Engineering consulting project debugging cycles are long, require retaining sufficient log duration for troubleshooting |
component_custom_param_enable | true | Field parameters vary widely across different projects, need to support custom component parameters |
data_sync_frequency | every 24 hours | Engineering consulting project data update frequency is moderate, no need for high-frequency synchronization |
The parameter values given on this page are all conventional recommendations used to determine a starting point for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: Workflows return all interaction content of multi-turn AI conversations after running. Cause:
multi_qa_return_modeis not configured aslast_only. - Phenomenon: Generated due diligence reports contain a large number of citation marks. Cause: The
file_export_citation_switchconfiguration item is not turned off. - Phenomenon: Code debugging nodes have no printed output information. Cause: The
code_run_log_displayparameter is not enabled, or log storage duration is too short.
How to Verify Successful Configuration
- Trigger a single-round test workflow. Confirm the final output only includes results from the last round of AI interaction, to verify the
multi_qa_return_modeconfiguration takes effect. - Generate a test version of the due diligence report. Check that the document contains no citation marks, to confirm the
file_export_citation_switchconfiguration is correct. - Run the code debugging node. View printed information in the log panel, to confirm the
code_run_log_displayparameter is enabled. - Modify the parameters of a custom component and save the changes. Confirm the modified node configuration takes effect, to verify the
component_custom_param_enableswitch status.
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.