What the data for this category looks like
Data sources for precious metals intelligent due diligence reports primarily include public APIs from the Shanghai Gold Exchange, London Bullion Market Association, domestic futures exchanges, and supply and demand data released by industry associations. Update rhythms fall into three categories:
- Real-time spot and futures quotes are updated minute-by-minute.
- Daily supply and demand reports are released the next day.
- Monthly industry updates are published by the 5th of the following month.
Document structures include structured market data tables and semi-structured analysis paragraphs. Fields cover standardized trading codes (such as AU9999, AG9999), pricing units (yuan/gram, US dollars/ounce), opening price, closing price, price change, trading volume, position volume, and more. Some reports include delivery rules and policy change content.
What constraints these characteristics impose on model integration and configuration
Real-time precious metals quotes require model calls to match data update rhythms. Expired historical data must not be used to generate due diligence reports. Multiple pricing unit differences require unified unit conversion rules during integration. This prevents unit confusion in output content. Large structured market data files and long-text industry analysis increase model call parsing and inference time. Timeout and context window parameters must be adjusted. Additionally, price indicators for different precious metal varieties are highly similar. Reasonable recall and similarity thresholds must be configured to prevent the model from confusing variety data.
How to set configurations
| Configuration Item | Recommended Values | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Adapts to the long-text analysis needs of precious metals due diligence reports, avoids truncating core market and supply and demand data |
UPLOAD_FILE_MAX_SIZE | 200 MB | Supports importing complete exchange market snapshots, industry research reports and other due diligence materials |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Adapts to parsing time for large structured data files, prevents mid-run interruptions |
Recall count | Top 8 entries | Covers multi-dimensional indicators of precious metal quotes, avoids missing key quotation and position data |
Similarity threshold | 0.75–0.85 | Distinguishes price differences between different precious metal varieties, prevents confusion between AU9999 and AG9999 quotations |
qwen3 Model Support Switch | Enabled | Adapts to inference needs for complex due diligence logic, meets capability requirements for multi-dimensional quote analysis |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing.
Three common errors
- Symptom: A 504 gateway timeout error is returned when calling OneAPI, and the request is not completed. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter is not adjusted. Parsing time for large precious metals due diligence market data exceeds the system default threshold. - Symptom: Mixed pricing units appear in model output for precious metal quotations, with both yuan/gram and US dollars/ounce used together. Cause: Unit conversion mapping rules are not configured, and pricing unit requirements for data sources and due diligence reports are not aligned.
- Symptom: Detailed logs for failed OneAPI calls cannot be viewed, making it impossible to locate request exception causes. Cause: The FastGPT
API call log retentionswitch is not enabled. The system does not record complete request and return information for failed requests.
How to confirm configuration is complete
- Upload a standard precious metals market CSV file. Check that parsed fields include required items such as trading code, pricing unit, trading volume, etc., with no missing or garbled content.
- Initiate a OneAPI call request. Check that the returned response body contains correct precious metals market data. Verify that the
maxContextparameter does not truncate long-text content. - Call the test interface to trigger a failed request. Confirm that after the
API call log retentionswitch is enabled, complete request and return information can be viewed in system logs. - Switch to the qwen3 model to initiate a due diligence request. Confirm that the model can correctly output precious metals supply and demand analysis and market trend judgments, with no model-unsupported error messages.
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.