What Data for This Category Looks Like
Data related to government procurement projects comes from the national government procurement website, local government procurement websites, the fiscal integration system, the procurer’s budget system, and supplier credit records. It is updated daily. Common documents involved include procurement requirements, procurement plans, bidding documents, bid submission documents, bid evaluation reports, winning bid announcements, procurement contracts, and objection responses. Each document has fixed fields, such as unique project ID, procurement budget amount, supplier qualification information, and objection response number. Data formats vary across different sources, and some fields require cross-system cross-checking.
Constraints Imposed on Tool Calling and Plugins
Daily updated multi-source data requires that tool calling be configured with scheduled pull tasks to avoid using expired data. Multi-source heterogeneous documents require plugins to adapt parsing rules for different formats, to ensure consistent field extraction. Government procurement projects have strict compliance requirements. Data returned by tools must undergo field validation, otherwise it may lead to bid invalidation or regulatory penalties. A large number of documents are processed in a single run. Tool calling must set a reasonable concurrency limit to avoid exceeding system interface restrictions.
Configuration Settings
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
toolChoice | "auto" | Adapts to the automatic tool calling requirements for multiple types of documents in government procurement scenarios, no manual tool specification needed |
functionCall | {"parameters": {"required": ["project_id", "budget_amount"]}} | Forces extraction of core required fields from government procurement documents, ensuring completeness of ledger data |
| Tool timeout threshold | 600 seconds | Government procurement data pulling involves multiple platform interfaces, single requests take longer time, prevents task interruption due to timeout |
| Single call data limit | 800–1200 characters | Adapts to the typical content length of a single government procurement document, avoids exceeding interface transmission limits |
| Tool retry count | 3 times | Ensures successful data pulling when processing key documents such as objection responses and bid evaluation reports |
| Plugin resource hosting path | /data/gov_plugins | Uniformly manages parsing plugins and resource files dedicated to government procurement, ensures calling stability |
Reference only; verify against the target FastGPT release and deployment documentation.
Three Common Mistakes
- Symptom: After calling the
api/v1/chat/completionsinterface to obtain streaming data, the extracted procurement budget amount field is empty. Cause: Failed to parse streaming data according to the fixed field structure of government procurement documents, and failed to perform integrity verification on extracted fields. - Symptom: After tool calling is completed, the output content includes both tool request parameters and AI-generated conversation results. Cause: Failed to configure the output filtering rules for
functionCall, and failed to enable the setting to only return AI conversation results. - Symptom: When displaying the procurement data line chart generated by the tool on MCP Host, the page returns a 404 error. Cause: Failed to configure the static resource hosting path for the plugin, and failed to associate the generated HTML file with an accessible public link.
How to Confirm the Configuration Is Correct
- Initiate a simulated call, pass a government procurement test data set that includes project ID and budget amount, check whether the tool automatically triggers data pulling, field extraction, and ledger summary operations.
- View the tool calling logs, confirm that the returned content only includes AI-generated summary reports, with no original tool calling request parameters or raw interface response text.
- Upload a test file of a government procurement bidding document, check whether the tool can correctly extract core fields such as procurement requirements and supplier qualification requirements.
- Trigger a tool call to generate a summary ledger, check whether the generated document format includes conventional fields of government procurement documents such as project ID and winning bid information.
The values provided here are common starting points, and should be evaluated 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.