What the data for this category looks like
Marketing content data for financial, insurance or wealth management institutions targeting ordnance equipment industry customers. Sources include official technical qualification documents, equipment performance manuals, exhibition promotional materials, and customized equipment marketing promotion materials from financial institutions. Data updates follow the timeline of new equipment qualification, performance parameter adjustments and marketing plan changes, with no fixed cycle. Document structures fall into three categories: core performance parameter pages, combat scenario descriptions, and marketing script modules. Fields include equipment model, maximum range, endurance time, compatible platforms, and others. Performance parameters must be labeled with clear units such as kilometers, hours, and similar. Some promotional materials also include cooperation scenario description texts for industry customers.
Constraints Imposed by These Characteristics on Model Access and Configuration
Multi-source, heterogeneous data sources lead to differences in document formats and field naming. Configure unified field mapping rules to avoid parameter confusion. The non-fixed update rhythm requires support for flexible manual trigger or scheduled synchronization mechanisms to adapt to temporary update needs during equipment iterations. The scenario mixing long technical documents and short marketing scripts requires balancing long-context recall and precise matching. Performance parameters with clear units require special verification rules to prevent the model from confusing unit expressions and causing output errors.
Configuration Settings
| Configuration Key | Recommended Value | Rationale |
|---|---|---|
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Ordnance equipment technical documents have large file sizes, resulting in long parsing times for individual documents. This prevents mid-parsing timeouts and interruptions |
maxContext | 8000–12000 characters | Balances complete recall of long technical parameter documents and precise matching of short marketing scripts, and prevents context window overflow |
similarity threshold | 0.75–0.85 | Ordnance equipment parameters are highly specialized. A high matching threshold ensures accurate recalled content and filters out irrelevant promotional materials |
RECALL_TOP_K | top 3–5 results | Marketing content should focus on core performance parameters. Too many recalled results lead to output redundancy and poor user reading experience |
UPLOAD_FILE_MAX_SIZE | 500 MB | Single equipment technical manuals have large file sizes. This allows large file upload parsing to cover complete equipment documentation |
MODEL_API_TIMEOUT | 30 seconds | Real-time marketing content generation requires fast response times. This avoids poor user experience from excessive waiting |
The parameter values provided on this page are common starting points 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 Misconfiguration Issues
- Issue: The actual model listed in model call logs does not match the preset configuration, and the interface displays an incorrect model. Cause: Proxy forwarding rules for model access are not configured correctly, or access keys are bound incorrectly, leading to incorrect request routing.
- Issue: Recalled knowledge base content has low matching with queries, and answer accuracy is insufficient. Cause: The similarity threshold is set unreasonably, resulting in too many irrelevant non-core parameter contents being recalled, or unified mapping processing for equipment parameter fields is not completed.
- Issue: Parameter text in equipment promotional images cannot be parsed, and the model cannot read image content. Cause: Multimodal image decoding configurations are not enabled, or the selected model does not have a corresponding encoder configured, so it does not support image text extraction.
How to Confirm Successful Configuration
- Upload a single ordnance equipment technical manual, check if the parsed fields fully extract core information such as model and performance parameters, to confirm the document parsing configuration is active.
- Initiate a test query targeting equipment parameters, verify that the number of recalled results matches the preset recall quantity rules, to confirm the recall logic is working correctly.
- View the model call logs, confirm that the actual called model identifier matches the preset configuration, to confirm the access key and proxy configuration are correct.
- Upload equipment promotional images containing parameter text, check if the text content in the images can be successfully extracted, to confirm the multimodal access configuration is active.
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.