What the data for this category looks like
Wind power research reports are core research materials for the power equipment sub-sector within the financial and wealth management field. Data sources cover public broker research reports, public reports from industry authoritative institutions, wind power project bidding documents, and publicly available grid-connected operation documents.
Update rhythms vary significantly by content type: Broker reports update irregularly alongside project progress and policy releases. Annual industry reports update on a calendar year basis. Bidding documents are released at project approval milestones.
Document structures typically include sections such as abstracts, installed capacity statistics, unit parameters, cost estimates, policy interpretations, and risk reminders. Core field units include ten thousand kilowatts, yuan per kilowatt, hours, and others. Some documents include chapter numbers and page numbers.
What constraints do these characteristics impose on the citation source and traceability link
The multi-source, dispersed nature of wind power research reports requires traceability systems to support metadata formats from different sources, to avoid mixed source identification.
The uneven update rhythm requires traceability workflows to support filtering invalid data by release time, to ensure the timeliness of returned content.
Differences in document structures mean some web-based reports without page numbers cannot be traced directly via page numbers. Fragment-level anchor identification must be supported.
The diversity of core field units requires unified unit conversion during traceability, to avoid citation errors caused by mismatched units.
Additionally, wind power research reports have strong correlations between professional parameters. Traceability must retain precise fragment-level positioning. Broad document-level identification is insufficient.
How to set the configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
recall_top_k | Top 8-12 results | Wind power research reports have dense, professional content. Too many recall results introduce irrelevant information, while too few fail to cover core data |
citation_template | [{{index}}] | Adapts to the industry’s standard academic and technical document citation format, reducing subsequent format adjustment costs |
parse_chunk_size | 800-1200 characters | Wind power research reports contain many correlated parameters. Too short segments split data logic, while too long segments reduce recall accuracy |
filter_by_update_time | Last 12 months | Wind industry policies and installed capacity data update quickly. Outdated data has low reference value. This setting filters invalid historical documents |
enable_citation_anchor | Enabled | Core data of wind power research reports is mostly concentrated in specific chapters. Anchor positioning improves traceability accuracy |
citation_max_length | 150 characters | Avoids overly long citation information interfering with main body reading, while retaining sufficient traceable identification information |
The parameter values provided on this page are common recommended starting points for configuration. Actual values are affected by material form, data volume and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing settings.
Three common configuration mistakes
- Phenomenon: Generated replies retain unreplaced citation markers such as
[1]. Cause: Thecitation_templateparameter is not configured correctly, or the redundant original citation output switch is not turned off. - Phenomenon: Traceability cannot locate specific chapters of the report, only the document name is displayed. Cause: The
enable_citation_anchorparameter is not enabled, or theparse_chunk_sizevalue is too large, causing fragment anchors to be lost. - Phenomenon: Recalled research report data does not match the current queried wind power sub-scenario. Cause: The
recall_top_kvalue is too high, orfilter_by_update_timeis not set to filter documents outside the target period.
How to confirm the configuration is correct
- Upload a standard wind power research report document, initiate a retrieval request that includes core parameters, and check the citation marker format in the reply to confirm it matches the
citation_templatesetting. - Select a wind power research report released more than 12 months ago, initiate a query related to installed capacity data, and confirm that the document is not included in the retrieval results.
- Open the traceability panel of the retrieval results, check the anchor information corresponding to each citation, and confirm that it includes specific chapter or fragment positioning identifiers.
- Adjust
recall_top_kto top 5 results and top 15 results, compare the number of recalled research reports, and confirm that it matches the expected recall range.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-14.