What Data for This Category Looks Like
Ordnance equipment research report data comes primarily from professional national defense and military industry research institutions, research institutes under ordnance equipment groups, and official national defense science and technology information platforms. Updates follow a quarterly routine report schedule, with temporary special reports released alongside major equipment finalization and fielding events. Most individual documents use structured formatting, with sections for equipment model, core technical parameters, market projections, and policy interpretations. Fields include publishing organization, publication date, unique document identifier, and equipment classification tags. Technical parameter fields use standard military measurement units such as millimeters, kilometers, kilograms, and ten thousand yuan.
Constraints Imposed by These Characteristics on Citation Source and Traceability
The multi-source nature of ordnance equipment research reports requires traceability processes to bind publishing organizations and unique document identifiers. This prevents confusion between reports with identical names from different institutions. The mixed schedule of quarterly routine and temporary special reports requires traceability systems to filter expired data by publication date. This ensures cited content uses the latest available version. The structured equipment parameter module requires association with the equipment model field during retrieval. It must not rely solely on keyword matching, which prevents incorrect cross-category citations. The use of specialized military measurement units requires traceability workflows to retain original unit information from fields. This avoids unit discrepancies in content generated by large models.
Configuration Settings
| Configuration Item | Recommended Value | Rationale | ||
|---|---|---|---|---|
Recall count | Top 8 entries | Ordnance equipment research reports have dense single-page parameters. Excessive recall leads to redundant context. 8 entries cover core equipment analysis content | ||
Similarity threshold | 0.72–0.85 | Military terminology has high professionality. A threshold that is too low introduces irrelevant reports. A threshold that is too high may miss associated content from the same category | ||
PARSE_FILE_TIMEOUT_SECONDS | 120 seconds | Individual ordnance equipment research reports often contain large numbers of technical charts and parameter tables. Parsing takes extended time | ||
Chunk size | 1000–1200 characters | Balances the completeness of professional parameters and context window utilization. Avoids losing equipment model associations after splitting | ||
Citation Source Template | `{{source}} | {{publish_date}} | 文档ID:{{id}}` | Matches the standard annotation format for military research report traceability. Clearly displays sources and unique identifiers |
Rerank result count | Top 4 entries | Prioritizes the most relevant core equipment analysis content. Reduces screening effort for users during traceability |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Analyze specific issues on a case-by-case basis. It is recommended to test against your own samples before finalizing settings.
Three Common Mistakes
- Phenomenon: When batch uploading 100 ordnance equipment research reports, 50% of files show training exceptions, with a 413 status code returned. Cause: Individual reports contain too many high-definition technical charts. This exceeds the default limit of
UPLOAD_FILE_MAX_SIZE. - Phenomenon: After switching the conversation component to variable reference mode, the temperature setting button disappears. Adjusting generation parameters is no longer possible. Cause: Temperature parameters in variable reference mode must be embedded in configuration via the
system_promptvariable. They cannot be adjusted directly through the interface. - Phenomenon: The
{{id}}field in the citation source template returns a null value. Traceability identifiers cannot be generated. Cause: The "Generate Unique Document ID" configuration option for the knowledge base is not enabled. This causes the field to not be written during parsing.
How to Confirm Proper Configuration
- Upload a single ordnance equipment research report. View the parsed metadata panel. Confirm that the
publish_date,id, andsourcefields are extracted correctly. - Initiate a research report retrieval test. Verify that the number of recalled results matches the preset
Recall countconfiguration. - Adjust the
Similarity thresholdsetting. Confirm that irrelevant category reports are filtered correctly. - Export a single parsed document. Verify that the segment length falls within the configured character range.
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.