What the data for this category looks like
Insurance research report data comes from public reports published by compliant financial information service institutions and industry research institutions. Updates occur irregularly, tied to insurance product iterations, industry regulatory policy releases, and market movements. Product tracking reports have relatively fixed update frequencies. Policy reports update when regulatory actions are triggered. Each report is 3000 to 8000 characters long, and includes three modules: preamble basic information, middle analysis, and postscript risk reminder. Fields include unique report identifier, publishing entity, publish time, covered insurance type, core analysis content, regulatory compliance points, and associated policy document number. Numeric fields use yuan and ten thousand yuan as units.
What constraints do these characteristics impose on HTTP interfaces and external systems
Report document lengths vary widely. Interfaces must support segmented retrieval or streaming returns to avoid timeouts caused by oversized single transmissions. Updates have no fixed cycle. External system integrations must support incremental retrieval, rather than full synchronization, to reduce bandwidth usage. Fields include policy document numbers related to regulation. Interfaces must support multi-dimensional filtering by policy number, insurance type, and other criteria. Different data sources use inconsistent units for numeric fields. Interfaces must support unified unit conversion to match external system statistical standards. Insurance research reports have high compliance requirements. Interfaces must return complete source annotations and risk reminder fields without omissions.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
external_api_timeout | 600 seconds | Insurance research report documents are lengthy, and some data source interfaces have delays. 600 seconds covers most data retrieval scenarios |
rag_recall_top_k | 8–15 entries | Insurance research report content is professional and lengthy. Too many recalled entries will exceed the context window, while too few will fail to cover core analysis points |
parse_file_max_length | 10000 characters | Matches the average length of individual insurance research reports, avoiding truncation of core analysis content |
api_auth_type | api_key authentication | Most compliant research report data sources use API keys for permission verification, aligning with mainstream access requirements |
incremental_sync_interval | 3600 seconds | Matches the update frequency of insurance research reports, enabling timely access to latest content while avoiding excessive interface calls |
The parameter values provided on this page are common 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 errors
- Phenomenon: Calling the external research report data source interface returns a
401 Unauthorizedstatus code, or the interface prompts "authentication failed". Cause: Theapi_keyparameter is not configured correctly, or the key's permissions do not cover access to research report data. - Phenomenon: The number of retrieval results does not match the configured
rag_recall_top_k, with either too many or too few entries. Cause: The relevance sorting rule is not correctly passed in the interface request parameters, or the results returned by the data source are not filtered according to preset dimensions. - Phenomenon: A large amount of truncated content appears after parsing the research report, and complete analysis paragraphs cannot be obtained. Cause: The
parse_file_max_lengthconfiguration item is not adjusted to the range suitable for insurance research report lengths, or the full content retrieval switch is not enabled.
How to confirm the configuration is properly set
- Call the configured external research report data source interface, check that the returned fields include the preset core research report fields, and confirm that no required items are missing.
- Initiate an insurance research report retrieval in the FastGPT interface, verify that the returned context fragments match the content returned by the data source, with no obvious truncation or deviation.
- View the external system's synchronization logs, confirm that the incremental synchronization task triggers at the preset interval, and that there are no records of repeated or missed retrieval.
- Simulate a no-permission scenario, use an invalid key to initiate an interface call, confirm that the corresponding error status code is returned, and verify that the authentication configuration is effective.
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.