What the data for this category looks like
Party building learning data for state-owned asset management companies has multiple sources. Superior party committees issue party building work guidelines. Internal teams produce monthly learning materials and party member learning files. State-owned asset supervision departments release party building assessment requirement documents. Updates align with superior document releases and quarterly party building learning plan adjustments, with no fixed cycle. Most uploaded documents are in Word or PDF format. These documents include chapter titles, main text, and structured attachment tables such as membership fee payment details and learning attendance sheets. Covered fields include document number, issuing unit, release date, and learning theme. Common units for measurement are copies, articles, and person-times.
What Constraints These Characteristics Impose on Document Parsing and Chunking
Party building documents include structured tables. Parsing processes must retain the row-column association structure of these tables. This prevents splitting individual cells and losing complete ledger information during retrieval. Most documents use official document formats, with redundant content such as headers, footers, and document number bars. Parsing stages must automatically strip this redundant content. Some documents have cross-page chapter titles. Chunking processes must link each title to its corresponding main text. This avoids context breaks between sections. Uploaded file sizes vary widely. The system must adapt to different file sizes. It must also support batch uploads under non-fixed update cycles.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
chunkSize | 800–1200 characters | Adapts to the typical chapter length of party building documents, avoids splitting core learning content and professional terminology |
chunkSplitter | Split by title | Retains the association between chapter titles and corresponding main text, ensuring retrieval results can be linked to specific learning themes |
customPdfParse | Enable header and footer stripping | Automatically removes redundant information such as document numbers and issuing units from party building PDF files, improving retrieval matching accuracy |
UPLOAD_FILE_MAX_SIZE | 1000 MB | Adapts to batch upload requirements for large party building learning material packages |
PARSE_FILE_TIMEOUT_SECONDS | 600 seconds | Prevents parsing timeout for multi-page PDF documents with more than 50 pages |
chunkSettingMode | Manual configuration | Flexibly adjust chunking rules for the unique structure of party building documents |
Three Common Mistakes
- Phenomenon: When retrieving membership fee payment table data from party building documents, the number of returned results is far fewer than the actual entries in the uploaded Excel membership fee table. Cause: The row-column association of the table was not retained during chunking. Only individual cell content was extracted, leading to retrieval failing to match complete ledger information.
- Phenomenon: After uploading a multi-page party building PDF file, the parsing task triggers a timeout failure. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter was not adjusted. The default timeout duration is insufficient for processing large multi-page documents. - Phenomenon: Chunked content loses chapter titles, causing retrieval results to fail to link to corresponding learning themes. Cause: The
chunkSplitterconfiguration for splitting by title was not enabled. The document was split directly by fixed character count.
How to Confirm Proper Configuration
- Upload a party building Word document containing structured tables. Check the parsed chunked content to confirm the table's row-column structure is fully retained.
- Upload a party building PDF file with headers and footers. Verify that the parsed text has automatically stripped redundant information such as document numbers and issuing units.
- Upload party building learning materials with more than 100 pages. Confirm the parsing task does not trigger a timeout error.
- Retrieve professional party building terminology in the document. Confirm that retrieval results display the corresponding chapter title information.
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.