What the Data for This Category Looks Like
Data used for minor metal marketing content in financial scenarios mainly comes from domestic non-ferrous metal industry associations, professional spot trading platforms, customs import and export public data, and information disclosed by mining enterprises. Spot quotation data is updated daily. Inventory and import and export data is updated every 5 working days. Industry analysis reports are updated quarterly.
The data document structure is divided into three categories. The spot quotation table includes fields related to variety, origin, specification, quotation, and price changes. The inventory statistics table includes warehouse location, total inventory, and storage specification fields. The import and export data table includes monthly total volume, trading country, and tariff rate fields. Field units uniformly adopt general commodity pricing units, such as yuan/ton, ton, kilogram.
What Constraints These Characteristics Impose on Multi-turn Dialogue and Prompt Engineering
Multi-turn dialogue and prompt engineering for minor metal marketing content used in financial scenarios must adapt to the characteristics of minor metal data.
Differences in update cycles require multi-turn dialogue to distinguish between real-time and historical data call timing, to avoid returning expired spot prices or lagging inventory data. Dispersed statistical standards for professional fields require clear standards and units to be fixed in prompt templates, to prevent confusion between statistical results from different sources. Call rules for multi-source data must be pre-bound, to avoid confusion between fields across data sources. Long-cycle industry report content must be split during recall, to prevent content truncation caused by exceeding context window limits.
How to Set the Configurations
| Configuration Item | Recommended Value Range | Rationale |
|---|---|---|
maxContext | 8000–12000 characters | Minor metal data contains professional content with multiple fields, sufficient context must be retained to avoid gaps in professional terminology |
promptTemplate | Fixed specification of data source standards and field units | Statistical standards for minor metals are dispersed, quotation type and pricing unit must be clearly marked to prevent result confusion |
recallTopK | Top 6–8 entries | Minor metal professional data has strong relevance, excessive recall will introduce irrelevant fields, while insufficient recall will miss key information |
similarityThreshold | 0.75–0.85 | Filter low-relevance miscellaneous industry data, retain fields strongly related to minor metal marketing content |
streamResponseInterval | 500–1000 milliseconds | Control streaming output rhythm, adapt to the display logic of minor metal professional content, optimize front-end loading experience |
apiResponseTimeout | 300 seconds | Some minor metal data source interfaces have slow response times, sufficient request processing time must be reserved |
The parameter values provided on this page are all conventional recommendations used as starting points for configuration. Actual values are affected by material form, data volume, and business rules. Specific issues require specific analysis, and it is recommended to conduct tests on your own samples before finalizing.
Three Common Mistakes
- Phenomenon: Links in streaming output content only overwrite the current page when clicked, and cannot jump to a new page. Cause: The
target="_blank"attribute is not added to the generated marketing content links, causing the browser to load the link in the current window by default. - Phenomenon: The content of the conversation log details page in version v4.8.10 does not match the actual response content. After multiple conversations, the details page always displays the same content. Cause: The
sessionIdparameter is not set correctly, different conversation sessions are bound to the same context identifier, and the log system fails to correctly distinguish sessions. - Phenomenon: The streaming output return interval is fixed at 4 seconds, and cannot be adjusted to 1–2 seconds to optimize front-end display effects. Cause: The default configuration of the
streamResponseIntervalparameter is not modified, and the platform preset 4000 millisecond interval is still used.
How to Confirm the Configuration Is Correct
- Initiate a test conversation containing minor metal professional terms, check whether the returned content clearly marks the agreed statistical standards and units.
- Enable the streaming output function, adjust the corresponding parameters, and observe whether the front-end content return rhythm meets the preset requirements.
- Initiate multiple independent conversations, check whether the log details of each conversation match the actual response content of that round.
- Test links in generated content, confirm that they open in new browser windows when clicked.
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.