What the data for this category looks like
Air governance-related revenue and market data primarily comes from three sources: public transaction data from the national carbon emission trading market, monitoring ledgers from local ecological environment departments, and reported data from third-party air governance operation institutions. Data update rhythms fall into three categories: carbon trading transaction data updates daily after market close, real-time monitoring data updates hourly, and project operation data updates monthly. Each data document includes six core fields: data reporting time, business scenario code, core pollutant type, daily revenue amount, cost proportion, and region code. The unit for daily revenue amount is yuan. Cost proportion is expressed as a decimal. Business scenario code is a 6-digit numeric string.
What constraints these characteristics impose on tool calling and plugin workflows
These characteristics impose multi-dimensional constraints on the tool calling and plugin workflow. Multiple update-frequency data sources require tool calling to support configuring trigger timing based on data type. This prevents pulling outdated hourly monitoring data or delayed monthly operation data. Fixed field formats require tool parameter validation rules to match the 6-digit numeric format of business scenario code and the non-negative value range of daily revenue amount. Permission differences across multiple data sources require plugins to support configuring authentication parameters for different data sources, such as API keys for carbon emission trading market interfaces. Clear, limited single-data fields require tool call return templates to strictly map specified fields. This avoids introducing irrelevant information that disrupts subsequent processing.
How to set configurations
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
tool_call_max_retries | 2 attempts | Air governance data source interfaces may experience temporary fluctuations. Retrying 2 times covers most temporary failures and avoids excessive resource consumption |
plugin_exec_timeout | 30 seconds | Real-time monitoring data interface responses typically complete within 10 seconds. Monthly operation data interface responses are slower. 30 seconds covers timeout requirements for most scenarios |
tool_param_validation | Enabled | Validation of the 6-digit numeric format of business scenario code and the non-negative value range of daily revenue amount is required to avoid invalid calls |
tool_param_schema | {"business_code": "regex:^\\d{6}$", "income_amount": "min:0"} | Matches the field format requirements for air governance data, filtering non-compliant parameter inputs |
max_context_window | 800–1200 characters | Single air governance data documents are relatively short. This range accommodates sufficient historical context while complying with the window limits of most large language models |
plugin_auth_method | api_key | Most public interfaces for air governance data sources use API key authentication, which aligns with plugin configuration logic |
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 individual analysis. It is recommended to test on your own samples before finalizing settings.
Three common configuration mistakes
- Symptom: Tool calling is not triggered. The large language model directly generates natural language responses, and no tool calling request appears in logs. Cause: The validation rules for
tool_param_schemaare not configured correctly. Parameters generated by the model do not meet the 6-digit numeric format requirement forbusiness scenario code, so the system intercepts and skips the tool calling step. - Symptom: The
daily revenue amountfield in plugin return results is empty, or the field format does not match preset requirements. Cause: Required field validation is not enabled intool_param_schema, or the field names returned by the data source interface do not match the preset template, resulting in failed data mapping. - Symptom: Plugin execution times out. The interface displays a request timeout, and the log returns a
504status code. Cause: Theplugin_exec_timeoutparameter value is too short, and does not cover the response duration of monthly operation data interfaces. This causes the tool calling to be terminated by the system before completion.
How to confirm correct configuration
- Initiate a test call with parameters that match the
business scenario codeformat. Check if tool calling requests and corresponding return data appear in logs. - Manually modify parameters to non-compliant formats, and confirm if the system intercepts the tool calling and returns a parameter error prompt.
- Adjust
plugin_exec_timeoutto different values, test interface responses for different data sources, and confirm that the timeout logic meets expectations. - Upload an air governance project document to the Doc2x plugin, and confirm that the plugin can correctly parse and return structured data.
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.