What the data for this category looks like
Data for carbon steel marketing content comes primarily from domestic bulk commodity futures trading platforms, steel mill ex-factory price public disclosure systems, and financial risk control ledgers from downstream manufacturing industries. Data update rhythms fall into two categories: futures quotes are updated in real time daily, ex-factory prices are updated weekly, and inventory data is updated every three days. The structure of individual data documents is fixed, including fields such as product name, specification parameters, material grade, origin, quotation unit, daily transaction price, and weekly price change range. Units are uniformly yuan/ton and ten thousand tons. Some sub-categories include additional process parameters such as yield strength values.
What constraints these characteristics impose on tool calling and plugins
The staggered update frequency of carbon steel data requires scheduled trigger tasks to be configured for tool calling. This avoids using expired futures quote data when generating financial marketing content. The multi-field document structure with detailed parameters requires plugins to support multi-condition combined filtering. Examples include filtering target data by material grade and specification size, to meet industry analysis and marketing needs of downstream financial clients. The unified yuan/ton unit system requires plugins to verify unit consistency after pulling data. This prevents marketing content deviations caused by mixing cross-category data. The non-standardized format of downstream manufacturing financial risk control ledgers requires plugins to be configured with field mapping rules. These rules convert external ledger fields into a unified marketing content output format.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
tool_trigger_schedule | Twice daily, 09:00, 15:00 | Carbon steel futures quotes are updated twice daily, corresponding to morning and evening market trends, to meet the timeliness requirements of financial marketing content |
plugin_filter_fields | ["product name", "material grade", "specification parameters"] | The core screening dimensions for carbon steel data are category, material, and specification, which can accurately match the industry analysis and marketing needs of financial clients |
data_unit_validate | Enforced validation | Carbon steel quotes uniformly use the yuan/ton unit; validation prevents marketing content errors caused by mixing cross-category data |
tool_call_timeout | 600 seconds | Bulk commodity futures data source interface responses typically take 300-500 seconds; this setting reserves sufficient time to ensure complete data pulling |
multi_source_mapping | Calibrated based on actual testing | Downstream manufacturing financial risk control ledger formats are inconsistent; field mapping rules must be adjusted for the specific connected data source |
tool_choice | auto | Carbon steel marketing scenarios require calling both futures price query and inventory query tools; automatic mode can automatically select the appropriate tool combination |
The parameter values provided on this page are common recommended 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 test on your own samples before finalizing.
Three common mistakes
- Symptom: Tool calling returns a
504 Gateway Timeouterror. Cause: Thetool_call_timeoutparameter was not adjusted to match the duration required for carbon steel data sources; the default timeout setting is insufficient to complete data pulling. - Symptom: Calling the
tool_choicefunction returns amodel not supportederror. Cause: The currently used model does not support thetool_choiceparameter; some lightweight models cannot adapt to the multi-tool combination requirements of carbon steel marketing scenarios. - Symptom: Generated marketing content has mixed carbon steel quote units, with yuan/kilogram and yuan/ton appearing together. Cause: The
data_unit_validateparameter was not enabled, and no unit verification was performed on pulled data, leading to mixing of cross-source data.
How to confirm the configuration is complete
- View tool calling logs to confirm that scheduled tasks are triggered at the preset times, with no timeout errors.
- Manually call the configured plugin to verify that the filtered data fields match the preset carbon steel data structure, with consistent units.
- Test the
tool_choicefunction to confirm that the model can automatically select the appropriate tool combination based on input marketing requirements. - Connect to downstream manufacturing financial risk control ledgers to verify that field mapping rules can convert external formats into a unified carbon steel marketing content output format.
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.