What the Data for This Category Looks Like
Data related to air pollution control mainly comes from regional air quality monitoring stations, on-line monitoring equipment at enterprises' own discharge outlets, and real-time data collected by mobile monitoring vehicles. Data update frequencies cover three categories: real-time, hourly, and daily. Each data entry includes fields such as monitoring point code, pollutant concentration, monitoring time, corresponding enterprise name, and operating parameters of treatment facilities. The unit of pollutant concentration is micrograms per cubic meter, and the units of equipment operating parameters are cubic meters per hour, kilowatts, etc. Document structures mainly use structured tables or time-series JSON formats, while some historical archived data are PDF monitoring reports.
What Constraints Do These Characteristics Impose on Forms and Interactions
The differences in multi-source update frequencies, professional fields and unit requirements for air pollution control data impose multiple constraints on the forms and interactions link. It is necessary to support loading data at different granularities such as real-time, hourly, and daily, and distinguish the interaction logic between real-time monitoring and historical archived documents. Form input items should have preset standardized pollutant names and unit options to avoid non-standard input. Continuous operating parameters should adapt to range selection components instead of fixed options. It is also necessary to support large file uploads of self-made monitoring reports by enterprises, and automatically extract structured fields from the documents.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
UPLOAD_FILE_MAX_SIZE | 1000 MB | Air pollution control monitoring reports are mostly multi-page PDFs or structured CSVs, with a single report usually not exceeding 1000 MB, matching enterprise upload requirements |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Large monitoring reports contain multiple sets of time-series data, which take a long time to parse, reserving sufficient time to avoid parsing interruptions |
form_field_template | Preset standardized fields including "monitoring point ID", "pollutant concentration", "operating parameters" | Match the fixed field structure of air pollution control data, reducing manual input errors from users |
similarity_threshold | 0.75–0.85 | Filter monitoring data matching user queries, avoiding irrelevant fields interfering with form matching logic |
recall_count | Top 8 entries | Match the common demand for multi-point monitoring data in air pollution control scenarios, returning an appropriate number of results for form calls |
stream_response_enabled | Enabled | Support streaming return of processing results after form submission, improving interaction fluency |
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 test on your own samples before finalizing.
Three Common Misconfigurations
- A
413 Request Entity Too Largeerror occurs after form submission. The cause is that theUPLOAD_FILE_MAX_SIZEconfiguration has not been adjusted, and monitoring reports exceeding the preset limit cannot be uploaded normally. - The preset form field extraction logic cannot be triggered during tool calling. The cause is that the standardized fields of
form_field_templatehave not been configured, and the model cannot recognize professional parameters exclusive to air pollution control scenarios. - There is no segmented streaming reply experience during interaction. The cause is that
stream_response_enabledhas not been enabled, and reply content is returned all at once without segmented pushing.
How to Verify Successful Configuration
- Upload a typical air pollution control monitoring report, check the upload progress and error prompts, confirm that the file size and timeout configuration meet actual business needs.
- Submit a form containing professional pollutant parameters, check whether the extracted fields match the preset template, and confirm that the standardized configuration takes effect.
- Initiate an interaction including real-time data query, check whether the reply is delivered in segmented streaming mode, and confirm that the streaming configuration is enabled.
- Test data loading at different time granularities, confirm that the time filtering component of the form can normally switch between real-time, hourly, and daily data dimensions.
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.