What the data for this category looks like
Water treatment industry financial report data mainly comes from public annual reports of listed water utilities, operational compliance data published by local environmental protection departments, and monthly operation statistics released by industry associations. The core update cycle follows annual financial reports, with semi-annual and quarterly operation briefings as supplementary updates. Real-time data for key projects is updated weekly. Most documents combine structured tables and paragraph descriptions, with fields including water treatment volume, unit treatment cost, pollutant removal rate, and operating equipment runtime. Common units include cubic meters, tons, yuan/ton, hours, and other industry-standard metrics.
Constraints on citation traceability from these data characteristics
The multi-source nature of water treatment financial report data requires citation traceability to distinguish the authority levels of different publishing entities, and match official links from stock exchanges, environmental protection departments, and industry associations accordingly. Data with different update cycles requires traceability links to align with timeliness requirements: weekly operation data must retain original crawl snapshots to prevent link failure. Differences in fields and units require traceability to mark original naming and measurement standards from the source document, to avoid unit confusion during cross-document citation. Structured documents’ chapter divisions require traceability anchors to target specific report pages or paragraph positions, rather than only referencing the entire document.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
similarityThreshold | 0.78-0.82 | Water treatment financial reports contain many professional measurement terms. This interval filters irrelevant general industry information and accurately recalls target financial report content |
rerankTopN | Top 5-7 entries | Controls the number of returned traceable documents, avoids excessive redundant citation information in outputs, and focuses on core financial report data |
citeMaxCount | 3-5 entries | Limits the maximum number of citations per conversation, adapts to the precise traceability needs of water treatment financial report analysis, and prevents citation confusion |
snapshotEnabled | Enabled | Weekly water treatment operation data links are prone to failure after updates. Enabling snapshots preserves original document content and ensures long-lasting valid traceability |
citeFormat | [Document Name]#Paragraph Anchor | Matches the structured document structure of water treatment financial reports, enabling direct jumps to corresponding reports or descriptive paragraphs |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume, and business rules. Specific issues require case-by-case analysis. It is recommended to test on your own samples before finalizing settings.
Three Common Configuration Mistakes
- Phenomenon: After calling the knowledge base module in a workflow, the output result does not include any citation traceability information. Cause: The
citeEnableconfiguration item is not enabled, or the knowledge base citation switch is not enabled in the workflow node. - Phenomenon: Garbled citation markers appear at the end of AI output content, which changes to normal quotation-mark-wrapped citations after a refresh. Cause: The frontend does not correctly parse the original citation format returned by FastGPT, and does not escape anchor links properly.
- Phenomenon: When a query does not match water treatment financial report content in the knowledge base, non-target document citation information is still returned. Cause: The
similarityThresholdis set too low, which recalls industry documents unrelated to the current query, and irrelevant content filtering is not enabled.
How to Verify Correct Configuration
- Initiate a query containing specific water treatment operation data, and check whether the output result includes jumpable document anchor links.
- View the workflow node configuration panel, and confirm that the
citeEnableswitch is enabled. - Simulate a query that exceeds the scope of the knowledge base, and check that no irrelevant citation information is returned.
- View the document snapshot list of the knowledge base, and confirm that saved water treatment financial report documents can be accessed normally.
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.