What the data for this category looks like
Data sources for environmental monitoring financing daily reports include publicly available monitoring site data from ecological environment departments, self-reported monitoring data from pollutant discharging enterprises, and standardized reports from third-party monitoring service institutions. Data update rhythms fall into two categories: Batch site data undergoes full synchronization every early morning, and real-time monitoring sites support hourly incremental updates. The structure of a single data record includes fields such as monitoring site code, site name, monitored pollutant category, monitoring value, unit, compliance judgment result, associated enterprise financing application status, and intended financing amount range. Units for air pollutant monitoring values are mostly μg/m³ or mg/m³, while units for water quality pollutants are mostly mg/L. Fields related to financing use text status descriptions, and do not use percentage values.
Constraints on Tool Calling and Plugins
The diversity of data sources requires tool calling to adapt to multiple interface formats and authentication methods. Some data sources require API key authentication, while others require data acquisition via file push. Different update rhythms require flexible adjustment of scheduled trigger configurations. Hourly incremental data needs frequent pulling, while daily full-volume data only needs to be synchronized once per day. The mixed structure of multiple fields requires plugin configurations to map both environmental monitoring and financing-related fields at the same time, to avoid extracting only a single type of data. The variety of units requires automatic unit verification and conversion during tool calling, to prevent interface rejection responses caused by parameter errors. The timeliness of daily reports requires tool calling timeout settings to match the response speed of data interfaces, to avoid excessive delays affecting daily report generation.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
tool_call_timeout | 300 seconds | The typical response duration of environmental monitoring data source interfaces is under 200 seconds. 300 seconds covers peak delays while avoiding excessive resource usage |
Content-Type | application/json, with application/x-www-form-urlencoded supported for special configurations | Most monitoring data source interfaces support JSON format. Some legacy interfaces require form format, which covers most business scenarios |
plugin_request_method | GET (daily full-volume data) or POST (batch real-time data) | Daily monitoring data is pulled from full-volume interfaces via GET, while batch real-time data is submitted to reporting endpoints via POST, matching data source interface specifications |
incremental_sync_interval | 1 hour (real-time sites) or 24 hours (batch sites) | Data update rhythms are divided into hourly incremental and daily full-volume types, which need to align with data source characteristics |
retry_max_attempts | 2 attempts | Environmental monitoring interfaces occasionally experience network fluctuations. 2 retries covers most temporary failures while avoiding data redundancy from repeated calls |
data_field_mapping | Map in the order of "site code → pollutant type → monitoring value → financing association status" | The two types of fields in the record structure need to be bound together, ensuring that data returned after tool calling can be directly used for financing daily report generation |
The parameter values provided on this page are all common 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 test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: Calling an environmental monitoring data source interface returns
400 Bad Request, and themonitor_valuefield is empty. Cause:Content-Typeis not configured correctly. Formatted data is submitted in JSON format, causing the interface to fail to parse the field. - Phenomenon: Calling the intelligent question-and-answer interface associated with the environmental monitoring data source fails, and there is no response after changing the domain name. Cause: The domain name whitelist of the target data source is not added in the plugin configuration, and the interface request path is not bound to the
request_urlparameter, resulting in cross-domain or route matching failures. - Phenomenon: The generated financing daily report only includes environmental monitoring data, and missing financing progress information of associated enterprises. Cause:
data_field_mappingis not configured correctly. Financing-related fields are not bound to monitoring data, resulting in tool returned data only extracting environmental monitoring content.
How to Verify Successful Configuration
- Enter the plugin configuration page, check if the
Content-Typeparameter matches the requirements of the target data source interface. If the interface documentation does not specify, prioritize usingapplication/json. - Trigger a manual tool call, check if the returned result fields include the three core data types of monitoring site, pollutant type, and financing association status, confirming that the
data_field_mappingconfiguration is correct. - View the tool call log, confirm that the
tool_call_timeoutdoes not trigger a timeout error, and the number of retries does not exceed the presetretry_max_attemptsvalue. - Adjust the
incremental_sync_intervalparameter, verify that the scheduled task pulls data at the expected frequency, confirming that the update rhythm matches the data source characteristics.
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.