What the data for this category looks like
Relevant data used for financial sector power grid equipment intelligent due diligence primarily comes from factory inspection reports, operation logs, on-site calibration records, and industry standard documents. Update rhythms vary across sources:
- New batch factory equipment reports are updated in bulk
- Operation logs are synced daily or weekly
- Industry standard documents are updated quarterly
Each individual document contains fields including equipment model, rated voltage, rated current, insulation resistance, operation cycle, and fault records. Most units use industry standard metrics such as kV, A, MΩ, and hours.
What constraints these characteristics impose on knowledge base retrieval and recall workflows
Multi-source heterogeneous data sources require retrieval workflows to support cross-data source field alignment, to prevent matching failures caused by inconsistent data formats. Differentiated update rhythms require configuration of incremental update mechanisms, to distinguish trigger timing for full and incremental synchronization, and ensure latest operation data is included in retrieval in a timely manner. Long documents with multiple fields require retaining parameter-related context during segmentation, to avoid losing key parameter combinations after splitting. Strict unit and field requirements need field-level retrieval matching enabled, to filter irrelevant results that are semantically similar but have mismatched parameter units.
Configuration Settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
segmentation length | 800–1200 characters | Matches the typical length of single set of test data or operation records in power grid equipment documents, avoids splitting that breaks parameter associations |
recall count | 10–15 entries | Covers multi-dimensional data required for equipment due diligence, avoids missing key information due to insufficient results |
similarity threshold | 0.75–0.85 | Adapts to the precise matching needs of power grid equipment parameters, filters irrelevant documents with low matching degrees |
PARSE_FILE_TIMEOUT_SECONDS | 300–600 seconds | Adapts to the parsing time of large factory inspection reports, prevents parsing failures caused by timeouts |
permission control rules | Bind knowledge base scope by role | Meets permission isolation needs for enterprise multiple roles, enables access control for exclusive knowledge bases |
maxContext | 4000–6000 characters | Ensures contextual coherence after concatenating recalled documents, supports complete due diligence logic derivation |
The parameter values provided on this page are common starting points for configuration setup. Actual values are affected by material form, data volume and business rules. Specific issues require targeted analysis, and it is recommended to test on your own samples before finalizing settings.
Three Common Mistakes
- Phenomenon: After an intern account logs into the assistant, access to operation log knowledge base content is blocked, and the system displays a "no access permission" prompt. Cause: Role-based knowledge base permission binding has not been configured, and default permissions are only granted to administrator roles.
- Phenomenon: After associating multiple knowledge bases of the same category and initiating a retrieval, the system returns a parameter error prompt. Cause: The total word count limit for associated knowledge bases is not enforced, exceeding the platform's default limit.
- Phenomenon: When parsing a single large factory inspection report, parsing progress stalls, and error code 504 is returned. Cause: The value of
PARSE_FILE_TIMEOUT_SECONDShas not been adjusted upwards, leading to parsing timeout and interruption.
How to Verify Configurations Are Set Correctly
- Upload a typical power grid equipment factory inspection report, and check that parsed segments retain complete parameter groups without split breaks.
- A test role is used to initiate an equipment due diligence query, and the scope of returned results is verified to match the role's permissions, with no unauthorized content included.
- Multiple knowledge bases of the same category are associated, a retrieval is initiated, and results are checked to cover valid content from all associated libraries, with no omissions.
- Parsing logs are viewed, and it is confirmed that there are no timeout errors or field parsing exception records.
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.