What this category of data looks like
Party building learning Q&A data for the urban water utility sector comes primarily from internal party building archive systems of urban water utility investment and construction entities. It includes party building work guidelines issued by higher-level party committees, monthly meeting minutes of grassroots party branches, special materials for themed education, and similar content. Higher-level documents are synced in real time upon release. Branch learning materials are updated in batches every quarter. Each document has a fixed structure, including title, body, issuing unit, and release date fields. No additional custom units are included. Content mostly follows standardized official document formatting. Most individual documents range from 1000 to 5000 characters in length.
Constraints on citation sources and traceability workflows
Data sources for urban water utility party building learning are fixed, and include two categories: official releases and grassroots records. Citation traceability must match both the document issuing unit and release date to ensure cited content authority. Two data update rhythms exist: real-time and batch. Incremental sync rules must be configured to avoid citing expired, non-latest party building materials. Each document has a unified structure. Title and issuing unit can be directly extracted as standard fields for citation annotations. No extra non-standard content parsing is needed. Individual document lengths are relatively concentrated. Token consumption configuration must be adapted to avoid truncating core citation information.
Configuration settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Adapts to average token consumption of single party building documents for urban water utilities, avoiding truncation of core citation content |
responseData | Only return title, issuing unit, and release date of matching documents | Focuses on core traceability information for water utility party building documents, avoiding interference from redundant fields |
detail | Enabled | Fully displays source details of matching documents to meet full traceability verification requirements |
| Single search limit | Top 6 results | Covers typical number of matching documents for water utility party building-related questions, ensuring comprehensive reference content |
| Similarity threshold | 0.75–0.85 | Filters low-relevance non-party-building water utility business documents, improving citation accuracy |
| Maximum context length | 4000–6000 characters | Accommodates traceability information and response content from multiple matching documents, avoiding context overflow |
Three common configuration errors
- Issue: When configuring
quoteMaxToken, custom values between 100 and 900 cannot be selected. Only fixed preset options are available. Cause: In FastGPT v4.17.0, this configuration item uses fixed preset options by default. No direct input field for custom values is provided. Adjustments must be made via the advanced parameter panel. - Issue: Non-party-building water utility business documents appear in responses. Citation sources do not list issuing units. Cause: No similarity threshold filter is configured for low-match content. No document classification screening rules are enabled. Unrelated documents are included in the citation scope.
- Issue: The citation source field at the end of responses is empty. No matching document information is displayed. Cause: Forced return configuration for
responseDatais not enabled. No fallback prompt is triggered when matching results are empty. Traceability information fails to generate normally.
How to verify correct configuration
- Submit a party building-related question in the water utility sector. Check the citation list at the end of the response. Confirm the list includes the three fields: title, issuing unit, and release date.
- Verify the number of entries in the citation list. Confirm it matches the value set for the single search limit. No extra or missing citation content is present.
- Adjust the similarity threshold value. Test low-relevance questions. Confirm the system filters out non-compliant matching documents.
- Access the advanced parameter panel. Confirm configurations for
quoteMaxToken,responseData, anddetailmatch the preset values.
The values provided are common starting points and should be measured against the reader's own samples.
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.