Reference only; verify against the target FastGPT release and deployment documentation.
What the data for this category looks like
This category of data centers on the end-to-end student financial aid workflow. Daily documents include family economic hardship certification forms, financial aid application forms, scholarship and grant review forms, disbursement lists, and public notification materials. Data sources include the National Student Financial Aid Management Information System, school student status systems, civil affairs low-income and extremely poor assistance data, and fiscal payment systems. Updates follow a semester-long cycle. Data fields include student identity identifiers, family economic status information, student status, financial aid application information, fund disbursement records, and more. All content comes from structured or semi-structured documents from official business systems, with no additional extended statistical values.
What constraints do these data characteristics impose on the tool calling and plugin workflow
The data characteristics of this category impose multiple constraints on the tool calling and plugin workflow. Multi-source and heterogeneous data sources require tools to adapt to the interface formats and permission rules of multiple official business systems such as the National Student Financial Aid Management Information System and student status systems. The semester-level update cycle means that tool call caching strategies must align with the business rhythm to avoid loading expired data. Daily documents are primarily structured forms, so tool calls must accurately match the fields of certification forms, application forms, and other documents to prevent field matching errors. Additionally, the data involves student privacy and fund disbursement security, so tool calls must include strict permission verification logic to ensure access compliance.
How to configure the settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
toolChoice | auto | Allows the model to independently determine whether to call tools, adapting to scenarios requiring cross-system queries in policy Q&A |
| Number of tool call returns per single request | Top 3 entries | Matches the scale of business data updated per semester, avoiding redundant returns |
| Tool call timeout period | 600 seconds | Adapts to the interface response delays of multi-source business systems, ensuring complete query results |
| Plugin permission verification configuration | Enable exclusive permissions for student financial aid data | Complies with compliance requirements for student privacy and fund disbursement security |
| Knowledge base document filtering rule | Only include financial aid-related business documents | Accurately matches the policy and regulatory basis Q&A scenario, narrowing the retrieval scope |
Three common mistakes
- Issue: Tool calls fail when using a local MCP tool to process Word documents related to financial aid, such as review forms. Cause: The tool has not been adapted to the format and permission requirements of the local MCP tool, and document field matching rules have not been configured.
- Issue: Timeout errors with status code 504 are returned when calling associated business system interfaces. Cause: The tool call timeout period is set too short, failing to adapt to the response delays of multi-source business systems.
- Issue: Prompts indicating no relevant content are returned when querying policy basis via the knowledge base. Cause: The rule to filter only financial aid-related documents is not configured, and the retrieval scope covers non-policy business documents, leading to matching failures.
How to confirm the configuration is complete
- Run a single student financial aid policy query test, and check whether the tool call return results include field data from the corresponding business system.
- Review the tool call permission configuration, and confirm that only access to business system interfaces related to student financial aid is authorized.
- Simulate a cross-system query scenario, and verify whether the model actively triggers tool calls when
toolChoiceis set toauto. - View the tool call logs, and confirm that the number of returns per single request and timeout period match the preset configurations.
The values provided here are common starting points, and should be evaluated against your own specific 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.