What the data for this category looks like
Data related to water utility yield rates in public utility sector analysis for the financial industry draws from three sources: monthly operational briefings publicly released by local water utility operators, public utility statistical monthly reports issued by housing and urban-rural development authorities, and regional water utility operation monitoring data from industry associations. The primary update cadence is monthly. Core yield rate calculation indicators are updated each month. Real-time water supply and sewage treatment volume for some regions is updated daily. Each document record contains complete operational data for a single operator in a single accounting cycle. Included fields are: accounting cycle, operational region, total water supply, total revenue from water supply business, total sewage treatment volume, total revenue from sewage treatment services, and total operational cost. Corresponding units are: YYYY-MM format, administrative division name, cubic meters, CNY, cubic meters, CNY, CNY respectively.
What constraints these characteristics impose on multi-turn dialogue and prompt engineering
Financial industry analysts have high requirements for the accuracy and timeliness of water utility yield data. Scattered data sources and varied update cadences require multi-turn dialogue to first confirm the user’s required accounting cycle and operational region. This avoids calling outdated or mismatched data sources. There are many fields across different business categories and units. Prompts must define clear field mapping rules to prevent confusion between water supply and sewage treatment revenue and cost indicators. Some data is updated daily, while core yield indicators are aggregated monthly. Multi-turn dialogue must verify that the user’s queried indicator type matches the update frequency. A single monthly water utility report includes data for multiple operators. The number and length of context recalls must be adapted to the data scale. This prevents exceeding the model’s context window or missing key information.
Configuration Settings
| Configuration Item | Recommended Range | Rationale |
|---|---|---|
chunkSize | 800–1200 characters | Water utility operational data has many fields per record. This segment length supports full parsing of long fields and avoids breaking field associations after splitting |
similarityThreshold | 0.72–0.85 | Water utility data has high field accuracy requirements. A threshold that is too low will introduce irrelevant operational data. A threshold that is too high will miss matching segmented regional data |
relevanceCount | Top 6–8 entries | A single monthly water utility report includes data for multiple operators. Too many recalled entries will exceed the context window. Too few will fail to cover the user’s queried regional scope |
apiRequestTimeout | 600 seconds | For local deployments or cross-node calls, document parsing and interface request times for water utility data are long. The default timeout is insufficient and may trigger timeout errors |
maxContext | 12000–15000 characters | This range adapts to cumulative historical queries and recalled data during multi-turn dialogue, avoiding conversation interruptions caused by context overflow |
PARSE_FILE_TIMEOUT_SECONDS | 300 seconds | Water utility operational documents are mostly in table format, requiring processing of large amounts of cell data. Extending the timeout prevents parsing failures |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require case-by-case analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- A Request Timeout error is triggered during dialogue, with a 504 status code returned. The cause is failure to adjust the
apiRequestTimeoutparameter. The document parsing and interface request times for water utility data exceed the default timeout limit. - Form input items in workflow configurations are not displayed in the dialogue interface. The cause is failure to enable the "dialogue interaction display" switch for the workflow, and failure to bind the output mapping of form fields in the prompt.
- Corresponding data cannot be retrieved after uploading a water utility document via the API. The cause is failure to set the correct
UPLOAD_FILE_MAX_SIZEparameter. Water utility operational documents are mostly multi-page tables, and documents exceeding the upload limit are not successfully parsed.
How to Verify Proper Configuration
- Initiate a query for a single water utility operational data entry. Confirm that the fields returned in the dialogue exactly match the fields in the uploaded document, then adjust
similarityThresholdto the interval matching the current data matching accuracy. - Initiate cross-cycle multi-turn queries. Confirm that no truncation prompt appears in the context window, then adjust
maxContextto a length adapted to the current number of dialogue turns. - Trigger a document parsing task. Confirm that the parsing time does not exceed the configured timeout threshold, then adjust
parseTimeoutto a value adapted to the document complexity. - Test workflow form interaction. Confirm that form input content can be synchronized to the dialogue context, and confirm that the "dialogue interaction display" switch is enabled.
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.