What the data for this category looks like
All party building learning data for the basic chemical industry comes from the compliant document library of the enterprise’s internal party-mass management system, including materials such as thematic education learning outlines, branch study records, and industry party building policy interpretations. The update frequency is monthly addition of specialized study content, and quarterly updates of comprehensive party building manuals. The document structure uniformly includes four core fields: title, publishing entity, publishing time, and main body content, with no complex formatting. Units only involve the byte count of file storage and the date format of publishing time, with no additional quantitative statistical fields.
Constraints Imposed on Citation Sources and Traceability
All data sources for basic chemical industry party building learning Q&A come from the enterprise’s internal compliant document library. Therefore, the citation link must strictly limit the retrieval scope, only calling the designated party building knowledge base cluster to avoid mixing non-compliant content. The document structure is uniformly simplified, retaining only core fields, so traceability can directly extract the title, publishing entity, and publishing time as traceability basis, without additional parsing of complex formats. At the same time, party building learning materials must ensure the accuracy of the original text, so citation fragments must match the complete semantics of the original text, cannot be truncated arbitrarily, and must retain the publishing hierarchy information of the original text to reflect authority. In addition, newly added materials updated monthly must be configured with incremental synchronization rules to ensure that traceability can cover the latest learning content and avoid outdated citation content.
Configuration Settings
The following configurations apply to FastGPT v4.17.0.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | The semantic length of core party building learning fragments for the basic chemical industry mostly falls within this range, which can fully retain key expressions of the original policy text and avoid semantic deviation caused by truncation |
responseData | Only return original text fragments and traceability metadata | Party building content must strictly retain traceability fields such as publishing entity and publishing time to ensure the authority and verifiability of citations |
detail | Enabled | Contextual related content of the original text fragments must be displayed to help users confirm the matching degree between the cited content and the original text |
| Single retrieval recall limit | Top 6 entries | Relevant retrieval results for the basic chemical industry party building knowledge base mostly fall within this quantity range. Excessive results will cause redundant traceability information and reduce reading efficiency |
| Incremental synchronization cycle | 24 hours | Newly added learning materials updated monthly must be synchronized daily to ensure that traceability can cover the latest official learning content, while avoiding high-frequency synchronization occupying system resources |
Three Common Misconfigurations
- Issue: After calling the enterprise internal MYSQL party building database, the large model response does not display the original text fragments from the database, only outputting summarized content. Cause: The
responseDataparameter is not configured to return original text fragments, only structured data is called, and the display logic associated with original text citations is not enabled. - Issue: In a locally deployed FastGPT instance, the number of citation fragments for party building Q&A cannot be adjusted and is fixed to the default value. Cause: The parameter value for the single retrieval recall limit is not modified in the knowledge base configuration items, and the default configuration is not adapted to the content scale of the basic chemical industry party building knowledge base.
- Issue: The traceability information of party building content in the large model response lacks the publishing entity and publishing time. Cause: The
detailparameter is not enabled, or the metadata fields of the extracted documents are not specified in the configuration, resulting in incomplete traceability basis.
How to Confirm Successful Configuration
- Initiate a test question related to party building, and check whether the original text fragments and metadata are displayed in the traceability module below the response.
- Check the knowledge base synchronization log to confirm that newly added party building learning materials have been correctly incrementally synchronized.
- After adjusting the configuration for the single retrieval recall limit, verify whether the number of citation fragments in the response matches the set value.
- Check the
quoteMaxTokenconfiguration log to confirm that the citation fragments have not been abnormally truncated and retain complete semantic content.
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.