What the Data for This Category Looks Like
The data used for Party Building Learning Q&A for urban sanitation and urban management law enforcement cases typically comes from urban management law enforcement platforms, urban operation grid platforms, video surveillance, and public complaint work orders. The update frequency is daily.
Daily documents include inspection records, case filing approval forms, on-site photos, rectification orders, penalty decisions, and case closure reports. Data fields cover case numbers, violation types, responsible entities, rectification requirements, disposal progress, and more. Some documents include unstructured on-site photos and video clips to verify law enforcement processes and case details.
Constraints Imposed by These Characteristics on the Citation Sources and Traceability Link
Multi-source data is accessed in mixed form. The traceability link must clearly mark the source platform and generation time for each piece of content. This prevents mixing case information from different channels.
Data updates occur daily. Traceability configuration must support scheduled knowledge base synchronization. This ensures cited content matches the latest law enforcement records.
Documents include structured text and unstructured attachments. The traceability link must distinguish citation paths for text fields and attachments. Complete traceability cannot rely only on text fragments.
Fields related to on-site evidence must link accurately to specific inspection or work order records. Traceability must match unique identifiers such as case numbers. Evidence misalignment may occur otherwise.
How to Configure the Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Max Citation Token Count | 800–1200 token | Matches the average text length of urban sanitation and urban management law enforcement case documents. Ensures complete citation of a single core piece of content. |
| Return Source Data | Enabled | Forces output of original Q&A pairs and document fragments retrieved from the knowledge base. Prevents AI-generated content from replacing original text. |
| Detail Toggle | Enabled | Displays complete source information for traced content. Includes document type, generation time, and associated case number. |
| Knowledge Base Sync Frequency | Daily | Matches the daily update feature of this category of data. Ensures cited content matches the latest law enforcement records. |
| Traceability Matching Threshold | 0.85–0.95 | Filters low-relevance non-case content. Accurately matches Q&A and documents related to urban management law enforcement. |
| Single Retrieval Limit | Top 5 entries | Controls the number of traceability results. Avoids excessive redundant content interfering with core Party Building Learning Q&A content. |
Three Common Misconfigurations
- Generated responses do not cite original content from the knowledge base. They only use generic AI-generated statements. This occurs when the Return Source Data configuration item is not enabled. The system does not enforce association with original Q&A pairs.
- Knowledge base referenced fields cannot be selected in workflow code execution nodes. This occurs when the preceding knowledge base retrieval node does not enable the
responseDataparameter. Callable raw data is not output. - Traceability results return only a small amount of content or no results. This occurs when the token range set for
quoteMaxTokenis too narrow. Core text fragments of case documents cannot be fully matched.
How to Verify Proper Configuration
- A test query about urban management law enforcement cases is submitted. The end of the response is checked for labels indicating document type, associated case number, and content fragment of the source.
- The output configuration page of the workflow node is accessed. The Return Source Data option is confirmed as checked. The raw data field for knowledge base retrieval is located in the variable list.
- The value of Max Citation Token Count is adjusted. The number and content length of traceability results are verified to meet expectations.
- The Detail Toggle (
detail) is confirmed as enabled. Traced information is checked for complete source identifiers such as document type and generation time. - System operation logs for FastGPT v4.17.0 are reviewed. The absence of traceability failure error messages is confirmed. All retrieval requests are confirmed to return results normally.
The values listed above are common starting points. Adjust them based on specific samples and use cases relevant to the deployment.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.