What the data for this category looks like
Party Building learning data in the advanced chemical materials field mainly comes from official Party Building knowledge bases of central enterprise chemical sectors, Party Building learning materials released by industry associations, and internal branch study archives of enterprises. The data update cycle is quarterly, with supplements aligned with important Party Building milestones. Each single document has a fixed structure, including four core fields: title, main body content, source publishing unit, and publishing date. Units are uniformly character count and standard date format, with no additional custom fields.
What constraints these characteristics impose on citation sources and traceability
The fixed source fields of Party Building data require that the traceability link must accurately extract the publishing unit and date, otherwise the compliance requirements of Party Building learning cannot be met. The quarterly update cycle determines that the citation scope must be locked to valid materials within the current cycle, to avoid citing outdated content. The fixed document structure simplifies the field extraction logic, but also requires that configuration items must strictly match the preset fields, otherwise citation content missing issues will occur. The main body with many chemical professional terms requires sufficient token length to display completely, to avoid key discussions being truncated and affecting learning effects.
How to set configurations
| Configuration Item | Recommended Approach | Basis for This Approach |
|---|---|---|
quoteMaxToken | 800–1200 tokens | Matches the average length of a single paragraph of Party Building documents for advanced chemical materials, to avoid truncating key discussions |
| Maximum number of citations | Top 3 entries | Party Building learning Q&A needs to focus on authoritative sources; too many entries will distract learners |
responseData | Extract only title, source unit, and publishing date fields | Meets the compliance requirements for Party Building material traceability, and reduces the display of irrelevant content |
detail | Enabled | Displays complete citation snippets, allowing learners to verify the accuracy of content |
| Data synchronization cycle | Synchronize quarterly | Aligns with the update cycle of Party Building materials, ensuring the timeliness of cited content |
Three common configuration mistakes
- When configuring
quoteMaxToken, only fixed options are available, and custom range values cannot be entered. This is because the current FastGPT v4.17.0 version does not support custom token range configuration. - After setting the minimum relevance score to 1, a large number of irrelevant citations are still output. This is because the professional terms in chemical Party Building materials have a high matching degree with general embedding models, resulting in low-relevance entries being recalled.
- Format errors occur when trying to cite Party Building content returned via HTTP. This is because field extraction and format conversion have not been performed on the rich text content returned via HTTP, making it impossible for the system to recognize it as a valid citation source.
How to confirm the configuration is properly set
- Check the citation list at the end of AI responses, confirm each entry includes the source unit and publishing date fields.
- Adjust the value of
quoteMaxToken, verify whether the truncation of citation snippets meets expectations. - Switch questions on different Party Building topics, verify the number of citations is controlled within the set maximum limit.
- Import a test Party Building document, confirm
responseDataonly extracts the four preset core fields.
The values provided here 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.