What the data for this category looks like
Data sources for wind power marketing content in the finance industry include technical specifications from wind turbine manufacturers, regional wind resource survey reports, grid connection policy documents released by national energy authorities, wind power project investment promotion documents for investors from financial institutions, marketing case documents of completed wind power projects, and customized project proposal documents for clients. Data updates follow random iterative cycles, regulatory adjustments, and project launch batches. Technical specifications receive random version updates. Policy documents adjust per regulatory requirements. Marketing cases add new entries as projects launch. Document structures typically include a technical parameter module, compliance requirements module, project revenue calculation module, and marketing script module. Most fields are numeric types with units and text types. Some documents include tabular parameter comparison content.
Constraints on Retrieval and Recall
The multi-dimensional technical parameters with units and revenue calculation data in financial industry wind power marketing content require the retrieval link to support unit-matching semantic recognition. This avoids confusing parameters or revenue data of different magnitudes. The parameter tables and project calculation content in long documents require segmented processing that balances semantic integrity and context window limits. Overly long segments increase retrieval noise. Frequently updated policies and marketing cases require a regular synchronization mechanism. This prevents the recall of outdated content. Geographically differentiated marketing content and compliance requirements require filtering recall scope via tag dimensions. This improves matching accuracy and adapts to investor needs across different regions.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
Recall Count | Top 10-15 entries | Wind power marketing content includes multi-dimensional technical parameters. Too many recalled entries increase reranking calculation pressure. Too few will miss matching parameter documents |
Similarity Threshold | 0.72-0.85 | Semantic similarity of wind power technical parameters is relatively high. A threshold that is too low will recall irrelevant content. A threshold that is too high will miss matching compliance or technical documents |
Rerank Return Count | Top 3-5 entries | Only the most relevant turbine models, project cases, or policy explanations need to be displayed in marketing scenarios. This aligns with user decision-making logic |
Segment Length | 800-1200 characters | Wind power technical documents include long paragraphs of parameter tables and project calculation content. Segments that are too long exceed context window limits. Segments that are too short destroy semantic integrity |
REFERENCE_LIMIT | 5-8 | The number of citation sources for a single marketing content should not be too high. This avoids overwhelming users with excessive information |
DOCUMENT_TAG_FILTER | Enabled | Wind power marketing content needs to be tagged by region, model type, and grid connection level. Retrieval can narrow the recall scope via tag filtering |
The parameter values provided on this page are common starting points for configuration. Actual values are affected by material format, data volume and business rules. Specific issues require individual analysis. It is recommended to test on your own samples before finalizing.
Three Common Configuration Errors
- Phenomenon: The "Result Rerank" switch on the knowledge base settings page shows unselected, even after the rerank model has been connected and configured. Cause: The rerank model switch is only enabled globally, but not bound to the retrieval configuration of the current knowledge base.
- Phenomenon: The login interface and knowledge base management interface display in English, with all configuration items using English copy. Cause: The
DEFAULT_LANGUAGEparameter was not configured during image deployment, or the parameter value was incorrectly set toen. - Phenomenon: The number of retrieved results exceeds expectations, or the number of citation sources for a single marketing content does not meet expectations. Cause 1: The
REFERENCE_LIMITparameter was not adjusted to a value suitable for the scenario. Cause 2: The tag filtering configuration was not enabled, and the recall scope was not narrowed down by region or model type.
How to Verify Correct Configuration
- Execute a retrieval request that includes core wind power technical parameters. Check the number of returned recall results, and confirm it matches the configured
Recall Countvalue. - View the semantic similarity scores of the retrieval results. Confirm the scores fall within the preset
Similarity Thresholdrange. - Check whether the retrieval results include non-target regional wind power policy documents. Confirm that the tag filtering configuration has taken effect.
- View the number of citation sources for a single retrieval result. Confirm the number matches the configured
REFERENCE_LIMITvalue.
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.