What this category of data looks like
Data primarily originates from the national basic catalog of government service items, administrative licensing item list, power and responsibility list, and local government service item databases, with updates occurring monthly. Daily maintained documents include the basic catalog of government service items, implementation lists, service guides, standard material directories, flowcharts, and frequently asked questions. Each item includes fixed fields such as item code, name, acceptance conditions, application materials, and handling process. Some fields must strictly match the standardized expressions of the superior catalog, and random modifications are not allowed. The most time-consuming links in daily maintenance involve comparing the superior catalog with the local implementation list, maintaining acceptance conditions and application materials, and verifying the completeness of service guide fields.
Constraints on Model Access and Configuration
When accessing the model, configure a synchronization trigger mechanism that matches government system update rhythms to accommodate monthly updated data sources. During chunk processing, retain unique identification fields such as item codes to avoid mixing document content of different items, given the multi-type, multi-field document structure. Run format compliance checks on core fields including acceptance conditions and application materials to meet fixed field verification requirements, ensuring output results comply with government specifications. The configuration for this scenario was completed using FastGPT v4.17.0.
Configuration Recommendations
| Configuration Item | Recommended Range | Rationale |
|---|---|---|
maxContext | 8000–12000 token | Adapts to the length of a complete document for a single government service item, avoiding truncation of key fields such as item codes and acceptance conditions |
maxTokens | 2000–3000 token | Meets the output length of service guide verification results, covering compliance descriptions and reference fragments for multiple fields |
temperature | 0.1–0.3 | Maintains consistency of verification logic, preventing randomly generated non-standardized expressions |
AIPROXY_API_ENDPOINT | Fill in the actual access address according to the deployment instance | Adapts to the network isolation requirements of the government intranet, ensuring model calls are reachable |
AIPROXY_API_TOKEN | Fill in the exclusive key generated by the platform | Ensures identity legitimacy of model calls, complying with government system security specifications |
quoteMaxToken | 500–800 token | Retains key fragments of the original service guide document, ensuring verification results can be traced back to the original source |
Three Common Misconfigurations
- Phenomenon: The model call returns a 401 unauthorized error, or prompts that the API key is invalid. Cause:
AIPROXY_API_TOKENis not filled in correctly, or the key permissions do not cover the processing scope of government service item documents. - Phenomenon: The number of index results is insufficient to cover all service guides to be verified. Cause: The value range of
maxContextis not adjusted, resulting in long documents being truncated and unable to be fully indexed. - Phenomenon: The generated verification results are inconsistent with the standardized expressions of the superior catalog. Cause: The
temperaturevalue is too high, causing the model to generate non-standardized judgment statements that deviate from the fixed expression requirements of government service items.
How to Verify Successful Configuration
- Execute a service guide verification task for a single government service item, check the field completeness of the returned results, and confirm all required items are covered.
- View the model call log, confirm that the
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENconfigurations are correctly read, with no network connection errors. - Trigger a full synchronization task, check whether the synchronization progress and update frequency meet the monthly requirement, and confirm data source updates are correctly triggered.
- Randomly select 3 to 5 government service items of different types, verify whether the result expressions comply with the fixed specifications of the government system, and confirm the
temperaturevalue meets expectations.
The values provided here are common starting points and should be measured against the reader's own samples.
Question material comes from public community discussions. Configuration values are common starting points and should be measured against your own samples. Verified on 2026-09-28.