What the data for this category looks like
The data sources for party building material retrieval mostly come from official party building publications, local Party history archives, and public content from authoritative party building publicity platforms. Update frequency adjusts alongside the release of new policies and the advancement of themed education activities. Individual documents often contain multi-level headings, paragraphs, citation annotations, and metadata such as publishing unit and date. The structure is rigorous with clear classification attributes, such as theoretical learning, Party history education, policy interpretation, etc.
Reference only; verify against the target FastGPT release and deployment documentation.
Constraints on forms and interactions imposed by these characteristics
The hierarchical structure of party building materials requires that the interaction process retain the subordinate logic of content, to avoid breaking chapter associations during splitting. Multi-field metadata requires forms to support filtering by dimensions such as classification and publishing time. Relying solely on keyword matching cannot cover full retrieval needs.
Frequently updated data sources require the interaction interface to support configurable regular synchronization rules, to ensure the timeliness of retrieved content. Party building materials contain a large number of proper nouns and official expressions. The interaction process must adapt to the semantic understanding of these terms, to avoid retrieval deviations.
Additionally, some users upload documents in various formats. The interaction process must clearly define supported format ranges, to reduce parsing errors.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
| Chunk Length | 800–1200 characters | Adapts to the chapter length of party building materials, retains complete logic within a single chapter |
| Overlap Length | 100–150 characters | Prevents cross-chapter content from being truncated, maintains contextual association between adjacent paragraphs |
formInput | Enable pre-field validation | Filters invalid retrieval keywords, only allows input formats that comply with party building material retrieval scenarios |
| Single Search Limit | Top 10 results | Focuses on core retrieval results, avoids redundant content interfering with learning references |
| Question Optimization | Calibrate based on actual testing | Adapts to proper nouns in the party building field, optimizes semantic matching accuracy of queries |
userSelect | Enable classification filter options | Matches metadata such as themes and publishing units of party building materials, narrows retrieval scope |
Three Common Mistakes
- Symptom: After uploading any party building material file, the interface displays a "File parsing failed" prompt, and the backend log returns a 400 status code. Cause: Parsing rules are not configured for the proprietary format of party building materials. The default parsing logic cannot recognize header and footer annotations in documents.
- Symptom: After importing markdown-formatted party building materials, retrieval results cannot associate subordinate content of corresponding chapters. Cause: Chunk configuration does not retain heading levels, and splitting only by pure paragraphs leads to loss of document logic.
- Symptom: After entering a Chinese query, retrieval results do not include English party building literature in the knowledge base. Cause: The cross-language retrieval interaction switch is not enabled, and only Chinese semantic matching rules are configured.
How to Confirm Successful Configuration
- Upload a markdown party building material with multi-level headings, check if retrieval results can associate content from corresponding chapters.
- Enter a query containing party building proper nouns, check if classification filter options automatically pop up on the interaction interface.
- Upload a single party building material exceeding 2000 characters, check if the content is correctly split according to the configured chunk length.
- Test uploading a file in an unsupported format, check if a clear format error prompt is displayed.
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.