What this category of data looks like
Party building learning data for the mining and mineral processing sector comes from internal enterprise party building archives, local State-owned Assets Supervision and Administration Commission (SASAC) party building learning zones, official documents issued by superior mining group party committees, and team study records. Two update rhythms apply: Upper-level policy documents are updated in real time upon release. Team study records are archived weekly and summarized monthly. Most documents are structured text with title, issuing unit, and release date. Some include plain text transcribed from scanned documents. Fields include document title, issuing entity, effective time, and body paragraphs. Data is measured in characters and megabytes (MB).
Constraints on citation sources and traceability
Decentralized data sources require configuring multi-source recall adaptation rules. This ensures documents from both internal archives and external zones can be retrieved. Scanned transcribed text may contain formatting errors. Integrity checks are conducted during traceability to avoid invalid citations. Differences in update frequency require distinguishing between incremental and full update traceability markers. This ensures the timeliness of cited content. Long single documents retain original metadata such as issuing unit and effective time after chunking. This allows accurate linking to specific entries of the original file during traceability. The fragmented nature of team study records requires configuring associated summary traceability logic. This prevents cited content from being separated from the original study context.
Configuration Recommendations
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
quoteMaxToken | 800–1200 token | Matches the average length of single chunks from mining and mineral processing party building documents, ensuring cited content fully covers core learning points |
responseData | Includes title, issuing unit, release date | Requires returning metadata of original documents to facilitate linking to specific entries in internal enterprise archives during traceability |
detail | Enabled | Retains the original paragraph formatting of cited content, avoiding formatting errors from scanned transcribed documents |
| Multi-source recall threshold | 0.75–0.85 | Adapts to text similarity differences between internal archives and external zones, filtering low-correlation recall results |
| Data source range configuration | Includes internal party building archives, superior zones, and team study records | Covers all data sources for mining and mineral processing party building learning, ensuring complete recall scope |
Three Common Configuration Errors
- The context citation area only displays plain text separated by vertical lines, with no Markdown formatting rendered. The cause is that the
detailconfiguration is not enabled, and only unformatted chunked text is returned. - After a query is submitted, the system does not return any citation metadata or associated identifiers for knowledge base files. The cause is that the data source range is not configured, and the internal party building archive library of the mining and mineral processing enterprise is not included in the recall list.
- Cited content has very low correlation with the query, and traceability results for irrelevant documents appear. The cause is that the multi-source recall threshold is set too low, leading to the recall of a large number of unrelated chunked segments.
How to Verify Proper Configuration
- A query targeting party building learning content is submitted, and the returned context citation area is checked to confirm it includes metadata information of the original document.
- The formatting of cited content is reviewed to confirm the original document's paragraph structure and title hierarchy are retained.
- Recalled document sources are verified to confirm all types of internal party building archives, superior zones, and team study records are covered.
- Query keywords are adjusted to verify whether the number of recalled results matches the expected range based on the configuration.
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.