What Data Looks Like for This Category
This category of data primarily originates from special equipment safety supervision systems, inspection and testing institution systems, user ledgers, and operator certificate databases. Daily documents include use registration certificates, periodic inspection reports, maintenance records, hidden danger rectification notices, accident reports, and operator certificates. Each document includes fixed fields such as equipment number, inspection validity period, maintenance cycle, and operator qualification number. Data is updated monthly, requiring synchronization of the latest inspection results, maintenance records, and personnel qualification changes.
Constraints Imposed on Model Access and Configuration
Reference only; verify against the target FastGPT release and deployment documentation.
How to Set Configurations
| Configuration Item | Recommended Approach | Basis for This Setting |
|---|---|---|
maxContext | 8000–12000 token | Needs to accommodate long-text context from multiple periodic inspection reports and maintenance records, covering the association requirements between party building policies and special equipment data |
temperature | 0.1–0.3 | Supervision data and party building Q&A require high accuracy, reducing generation randomness to avoid irrelevant or incorrect content |
quoteMaxToken | 2000–3000 token | Needs to fully reference long document fragments such as hidden danger rectification notices and accident reports, ensuring referenced content is accurate and complete |
AIPROXY_API_ENDPOINT | Fill in the service address of the corresponding large model proxy | Enables secure invocation and traffic control of the model, ensuring the platform can normally access the target model |
AIPROXY_API_TOKEN | Fill in the authentication token assigned by the platform | Verifies invocation permissions, prevents unauthorized access, and ensures the security of data and model invocation |
toolChoice | auto | Automatically triggers knowledge base recall and tool invocation to complete associated Q&A between party building policies and special equipment supervision data |
Three Common Configuration Errors
- The AI model option is empty in the workflow, and the target model cannot be selected. This occurs when
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENare not configured correctly, the proxy service is not connected, and the platform cannot pull the available model list. - A prompt reading "Model stream response is empty, please check whether the model stream output is normal" appears during conversation. This happens when
maxTokensis configured too low, exceeding the model's single output limit, or when the response returned by the proxy service is truncated. - After migrating the knowledge base, a prompt reading "Knowledge base is empty" appears during conversation, though documents can be viewed on the page. This stems from failing to reconfigure the model's knowledge base recall association, or from an incomplete incremental synchronization, so the model has not loaded the latest special equipment data.
How to Verify Successful Configuration
- Navigate to the model access configuration page, check the formatting of
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKEN, initiate a connectivity test, and confirm the platform returns a list of available models. - Start a test conversation, input a question that combines party building policies and special equipment supervision, and verify that the model correctly associates document content and generates a compliant response.
- Trigger the monthly knowledge base synchronization task, view the synchronization log, and confirm there are no errors and that data has been updated to the model context.
- Adjust
temperatureto the recommended range, verify that the randomness of generated responses meets expectations, and that there is no overly divergent content.
The values provided 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.