What Data for This Category Looks Like
Sources of construction machinery research reports include national industry associations, publicly disclosed content from leading original equipment manufacturers, public and custom research reports from third-party industry consulting firms. Update cadence includes quarterly overall industry market reports, monthly dynamic reports for specialized equipment such as excavators and loaders, and temporary special reports issued after major industry events or policy updates. Most documents are in PDF format, with structures including report summaries, core data tables, manufacturer competition analysis, and market outlook sections. Fields include model number, sales unit (units), operating rate (percent), report publishing organization, publishing date, and other relevant details.
Constraints for Citation Source and Traceability
These characteristics impose several constraints on the citation source and traceability workflow: Dispersed sources require distinguishing documents from different channels to avoid confusing identical data from different institutions during traceability. Differences in update frequencies require setting differentiated synchronization cycles for different sources to ensure the latest research reports are added to the knowledge base in a timely manner. Most core data is presented in tables, so table parsing rules must be adapted to avoid losing the binding relationship between data and source during recall. The presence of professional terminology and fixed units requires traceability markers to fully retain units and professional expressions to ensure the accuracy of cited information.
Configuration Settings
| Configuration Item | Recommended Approach | Rationale |
|---|---|---|
Knowledge Base Multi-source Binding | Bind independent knowledge bases separately by industry association, original equipment manufacturer, and consulting institution, and configure exclusive source tags | Construction machinery research reports have dispersed sources; independent binding enables accurate marking of traceability sources and avoids confusion of identical data from different institutions |
Recall count | Top 8-12 entries | Construction machinery research reports have high data density; excessive recall causes redundant context, while insufficient recall fails to cover core arguments |
maxContext | 1500-2000 characters | Core paragraphs of individual research reports are lengthy; sufficient context must be retained to link data and sources and support context continuity for multi-turn conversations |
PARSE_TABLE_RECALL_ENABLE | Enabled | Most core data of construction machinery research reports is presented in tables; enabling this allows recall of precise data within tables and improves traceability accuracy |
Citation Display Format | [Source Institution] Report Title (Publishing Date): Paragraph/Table Location | Industry users require clear source identification; including institution, title, date and specific location enables quick location of the original document |
VISITOR_CITE_ALLOW | Enabled (version 4.9.6 and above) | Adapts to industry users' need to share research report retrieval tools externally, ensuring visitors can normally view traceability information |
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 individual analysis; it is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: When accessing the application via a non-login share link, clicking the citation traceability button returns a 403 Forbidden status code, or the citation area displays empty. Cause: The
VISITOR_CITE_ALLOWconfiguration item is not enabled, or guest citation permissions are not enabled in share settings for version 4.9.6. - Phenomenon: When two or more research report-related questions are raised consecutively, subsequent answers do not link to construction machinery models or data mentioned in previous questions, resulting in off-topic responses. Cause: The
maxContextconfiguration value is lower than 1500 characters, failing to retain cited research report context from previous conversations, or multi-turn conversation context synchronization function is not enabled. - Phenomenon: No preset citation marker appears at the end of answer paragraphs generated by the knowledge base. Cause: The
CITE_AT_END_ENABLEconfiguration item added in version 4.9.7 is not enabled, or the correspondence between paragraphs and source documents is not correctly bound during document parsing.
How to Verify Correct Configuration
- Upload a construction machinery research report containing core data tables, raise a targeted question about the data in the table, check if corresponding source markers appear at the end of the answer paragraph, and verify that the markers' institution, title and date match the original document.
- Raise consecutive multi-turn research report-related questions, confirm that subsequent answers link to previously mentioned construction machinery parameters or models, and verify that context association is active.
- Generate a non-login share link, access it using an unlogged browser, click the citation traceability link in the answer, and confirm that it correctly jumps to the corresponding location in the original document.
- Upload multiple construction machinery research reports from different sources, raise cross-source comparative questions, and confirm that the sources marked in the answer match the corresponding documents.
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.