What this category of data looks like
This category of data originates from the national unified construction project environmental impact assessment declaration and approval system, ecological environment zoning control results, pollution discharge permit platform, and monitoring data. Update frequency is irregular. Daily processed documents include environmental impact assessment reports or report forms, approval applications, public participation descriptions, technical assessment opinions, and environmental impact assessment approvals. Core fields cover project category, environmental impact assessment level, pollution prevention measures, public participation feedback, and approval status. Document structure varies based on project scale and type. Some reports have lengthy content.
Constraints imposed on model access and configuration
Data sources span multiple systems, so model access must adapt to format specifications of each source to prevent data parsing errors. Documents vary widely in length and include specialized content. Configure sufficient context and output length parameters to fully load business documents and generate compliant answers. Irregularly updated data requires configuration items that support flexible adjustment of data source synchronization rules, to match the pace of business data changes. The business process has strict requirements, so ensure model calls and configuration are stable. Avoid configuration errors that disrupt business operations.
How to set configurations
| Configuration Item | Recommended Value | Rationale |
|---|---|---|
maxContext | 8000–12000 token | Adapt to the length of environmental impact assessment documents, ensure that project declaration materials and approval content can be fully loaded, and meet the context requirements of party building learning Q&A |
maxTokens | 2000–3000 token | Control the length of model output content, avoid generating redundant information beyond business needs, and ensure the completeness of answers |
quoteMaxToken | 4000 token | Retain sufficient original quotation fragments of environmental impact assessment documents, ensure that answers to party building learning Q&A are traceable and comply with compliance requirements |
toolChoice | auto | Automatically call the document retrieval tool to match environmental impact assessment related data, adapting to the knowledge retrieval and business answer requirements of party building learning Q&A |
temperature | 0.2–0.4 | Ensure the rigor of answers, avoid generating random content that does not comply with environmental impact assessment approval specifications |
AIPROXY_API_ENDPOINT | Official access address corresponding to the model | Ensure the connectivity of the model call link, follow the interface specifications of the corresponding model |
Three common configuration errors
- Phenomenon: Model calls return "Model does not exist or cannot be accessed" or prompt the request URL is invalid. Cause: The address format configured in
AIPROXY_API_ENDPOINTis incorrect, orAIPROXY_API_TOKENis not properly configured, preventing connection to the model service. - Phenomenon: Document retrieval tools cannot be called in workflows. Cause: The
toolChoiceconfiguration item is not enabled, or no environmental impact assessment-related knowledge base data source is associated, so business-required environmental impact assessment document content cannot be matched. - Phenomenon: Generated answers contain professional term errors or content that deviates from compliance requirements. Cause: The
temperaturevalue is too high, leading the model to generate non-rigorous content that does not align with environmental impact assessment approval business specifications.
How to verify successful configuration
- Run the built-in model connectivity test in FastGPT v4.17.0. Check if the interface returns a status code of 200 to confirm
AIPROXY_API_ENDPOINTandAIPROXY_API_TOKENconfigurations are valid. - Upload a typical environmental impact assessment approval document to the corresponding knowledge base. Test if the retrieval function accurately matches core information such as project category and approval requirements from the document.
- Submit a party building learning-related question about environmental impact assessment approval. Confirm the generated answer uses compliant business terms, and has no content truncation or logical errors.
- Review the knowledge base's data source association configuration. Confirm it covers required business data sources including the national unified construction project environmental impact assessment declaration and approval system, and ecological environment zoning control results.
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.