What the Data for This Use Case Looks Like
Party building learning documents in the pharmaceutical distribution sector originate primarily from monthly learning materials, quarterly thematic party lesson slides, and compliance party building ledgers released by the enterprise party committee office. Update frequency follows monthly new learning documents and quarterly updated thematic slides. Most documents use PDF or Word format. Some include party building interpretation tables related to pharmaceutical circulation compliance. Fields include document issuing unit, effective date, and applicable circulation links. Some documents embed preset party building learning Q&A questions and reference answers.
Constraints for Document Parsing and Chunking
Monthly updated learning materials have a wide range of lengths. They range from hundreds of words of compliance party building notices to thousands of words of quarterly party lesson manuscripts. The chunking logic must properly split both short and long documents. Table documents containing pharmaceutical circulation compliance content must retain table structure and field correspondence during parsing. This avoids breaking the binding logic between party building requirements and circulation link rules after chunking. Embedded preset party building Q&A must be fully extracted without being cut off at chunk boundaries. Otherwise, incomplete Q&A pairs will result. Documents often link to specific pharmaceutical circulation link requirements. Chunking must retain contextual associations. This avoids splitting cross-link party building requirements into different chunks.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
chunkSize | 800–1200 characters | Adapts to the length range of party building documents in pharmaceutical distribution, avoids splitting that breaks the contextual association between party building Q&A and compliance explanations |
chunkSplitter | Split by paragraph + heading | Retains the integrity of party building thematic paragraphs, adapts to the document structure including compliance tables |
PARSE_FILE_TIMEOUT_SECONDS | 120–180 seconds | Some long documents contain multi-page compliance tables, requiring sufficient time to complete full parsing and avoid timeout failures |
customPdfParse | Enabled | Party building documents for pharmaceutical distribution often include embedded tables and compliance annotations; enabling custom PDF parsing retains complete format information |
UPLOAD_FILE_MAX_SIZE | 1000 MB | Some quarterly party lesson slides include multi-page compliance cases, requiring support for large file upload parsing |
chunkSettingMode | Manual configuration | Allows adjustment of chunking parameters for different types of party building documents such as notices, slides, ledgers to meet the needs of specific scenarios |
Three Common Misconfigurations
- Issue: After uploading a party building document with embedded tables, table fields are lost after parsing, resulting in incomplete training data. Cause: The
customPdfParseconfiguration is not enabled. The default parsing engine cannot fully extract party building compliance and pharmaceutical circulation association fields from tables. - Issue: After uploading a large-sized party lesson slide, parsing times out and shows request failure. Restarting the server has no effect. Cause: The
PARSE_FILE_TIMEOUT_SECONDSparameter is not adjusted. The default timeout duration is insufficient to complete full parsing of long documents. - Issue: After uploading a party building promotional PDF containing images, the image content is not parsed. Cause: The associated call of the image parsing model is not configured. The default PDF parsing does not enable image text extraction.
How to Verify Correct Configuration
- Upload a single typical party building document, such as a monthly compliance learning notice. Check the parsed chunk results to confirm each chunk contains complete paragraphs and associated information.
- Upload a document with embedded tables. Check that the parsed result retains table fields and content, with no missing content or garbled text.
- Adjust the
chunkSizeparameter, then upload documents of different lengths. Verify that chunk length conforms to the800–1200 charactersconfiguration. - Upload a large-sized slide. Check parsing process logs to confirm no timeout error is triggered.
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.