What This Category of Data Looks Like
Data for new energy development government affairs consultation and reply comes from public work guidelines issued by energy authorities at all levels, new energy project approval standard documents, grid connection service process manuals, and station operation and maintenance compliance requirements. Policy documents are updated in line with national and local energy policy adjustments. Practical project documents are updated with newly released work cases. Document structures generally include work subjects, application material lists, handling procedures, time limit requirements, and consultation channels. Fields include item name, handling unit, material details, handling cycle, charging standards (if applicable), and units such as working days, copies, and yuan.
Constraints Imposed by These Characteristics on Multi-turn Dialogue and Prompt Engineering
Structured fields in the data require multi-turn dialogue to accurately call corresponding information and avoid generalized responses. For example, the working day unit of the handling cycle must be matched accurately. Vague expressions cannot be used. The frequency of policy updates requires the dialogue system’s knowledge base synchronization cycle to match policy adjustment rhythms. This ensures multi-turn dialogue can call the latest work rules. Geographically differentiated work rules require regional dimension context association to be added to prompt configuration. This avoids confusion from cross-regional work guidelines. The itemized structure of the material list requires multi-turn dialogue to check one by one whether materials submitted by users meet requirements. No details can be omitted.
Configuration Settings
Reference only; verify against the target FastGPT release and deployment documentation.
| Configuration Item | Recommended Setting | Rationale |
|---|---|---|
| Maximum context length | 800–1200 characters | Matches the length of single item content in new energy work documents to avoid truncation of key process information |
| Single conversation recall limit | Top 6 entries | Corresponds to the number of core modules in work guidelines, ensuring full coverage of all work links |
chatId binding rule | Bind to the user's current work item | Ensures exclusive context for the item is retained during multi-turn dialogue, avoiding cross-item confusion |
variables configuration | Add regional and project type variables | Matches geographically differentiated work rules for new energy development, enabling accurate calling of regional work documents |
messages history truncation threshold | Retain the most recent 3 rounds of dialogue | Avoids response delays caused by overly long context, while retaining context of key work requests |
Three Common Misconfigurations
- Phenomenon: Slow AI dialogue output after knowledge base search, with waiting time exceeding 30 seconds. Cause: No limit on the number of recalled documents per call, resulting in excessive context data load.
- Phenomenon: Empty business fields returned by the interface when passing files through the dialogue API. Cause: Failed to correctly bind the
variablesparameter to associate content parsed from files, and failed to include file information in the dialogue context. - Phenomenon: Incomplete display of images generated by MCP when using prompts to generate images related to new energy stations. Cause: The prompt failed to explicitly specify required station compliance identification fields, resulting in missing key information in generated content.
How to Verify Correct Configuration
- Initiate a consultation that includes a specific region and new energy project type. Verify whether the reply content matches the work rules of the corresponding region.
- Initiate progressive multi-turn work consultations. Verify whether key requests and material information submitted in previous rounds are retained during the dialogue process.
- Pass a test file through the dialogue API. Verify whether the context returned by the API includes valid content parsed from the file.
- Conduct multi-turn concurrent tests. Verify whether response performance meets preset performance requirements.
The values provided are common starting points and should be measured against samples relevant to the specific deployment.
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.