What this type of data looks like
Wind power financing daily report data is sourced from public wind power project filing information released by local energy authorities, dedicated wind power credit system interfaces from cooperating financial institutions, and daily wind power grid connection operation reports from power grid companies. Data updates run every early morning, covering the previous day’s financing and operation updates. Documents are structured tables or JSON data returned by APIs. Included fields are project filing number, wind power project installed capacity, financing application date, credit granting institution, approved credit amount, daily new loan amount, project location, grid connection status, and more. Installed capacity uses megawatts as its unit. Amount-related fields use ten thousand yuan as their unit. No unstructured long text content is included.
What constraints do these characteristics impose on the model access and configuration process
The structured daily update feature of wind power financing daily reports requires model access links to support scheduled pulling of structured API data, without relying on manual file uploads. Fields with units require configuration links to enable field format verification, to prevent non-numeric content or content with incorrect units from being included. The daily update schedule requires scheduled synchronization task execution times to be later than data source update completion times. Otherwise, valid previous day’s financing updates cannot be pulled. The limited number of project entries per daily report requires recall configurations to set a reasonable entry limit, to avoid excessive data occupying model context. The need to connect multiple institutional data sources requires configuration links to support switching between multiple authentication methods, to adapt to different cooperating parties’ interface specifications.
How to configure the settings
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
DATA_SYNC_CRON | 0 0 2 * * ? | Wind power financing daily reports update the previous day’s data every early morning. Synchronization time must be later than data source update completion time |
MAX_RECALL_NUM | Top 8 entries | Single wind power financing daily reports typically have no more than 8 project entries. Excessive recall increases model context pressure |
FIELD_UNIT_VALIDATION | Enabled | Wind power financing data includes fields with units such as installed capacity (megawatts) and credit amount (ten thousand yuan). Field format validity must be verified |
API_REQUEST_TIMEOUT | 60 seconds | When connecting multiple institutional data sources, allow sufficient time for single interface requests to avoid timeout interruptions |
DUPLICATE_REMOVE_ENABLE | Enabled | Wind power projects may be reported repeatedly across institutions. Deduplication based on project filing number is required to avoid duplicate generated results |
The parameter values provided on this page are general recommendations for establishing configuration baselines. Actual values are affected by data format, data volume, and business rules. Each scenario requires separate analysis. It is recommended to test on your own samples before finalizing settings.
Three common configuration errors
- Phenomenon: A
400 Bad Requesterror is returned when configuring an Azure OpenAI model, with the prompt "invalid api version" or "endpoint not found". Cause: The exclusive API endpoint path and authentication parameters for Azure are not used, and the general OpenAI interface address and version number are still called. - Phenomenon: No wind power financing data for the current day is pulled after the scheduled synchronization task runs. Cause: The execution time of
DATA_SYNC_CRONis earlier than the completion time of the daily data source update, so the latest updates from the previous day cannot be obtained. - Phenomenon: The generated financing daily report includes a large number of financing entries for non-wind power projects. Cause: The
PROJECT_TYPE_FILTERparameter is not configured, and no filter is set to only select financing data for wind power projects.
How to confirm configurations are correctly set
- Manually trigger a data synchronization task, check the number of pulled results in the synchronization log, and confirm that it matches the actual number of entries in the current day’s wind power financing daily report.
- Submit a targeted question such as "Check the approved credit amount for a specific wind power project", and verify that the model can correctly return the corresponding field’s numeric value and unit.
- Check the logs for model authentication configurations, and confirm that all connected data source interfaces return a
200 OKstatus code, with no authentication failure prompts. - Wait for the next day’s automatic synchronization task to complete, and verify that the generated financing daily report includes the latest wind power financing updates from the previous day.
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.