New Energy Development Declaration Materials and Case Review: Multi-turn Dialogue and Prompt Engineering

New Energy Development Declaration Materials and Case Review: Multi-turn Dialogue and Prompt Engineering

What the Data for This Category Looks Like

Data sources include filing materials submitted by new energy project declaration entities, and approval case archives from industry regulatory authorities. Update frequency follows the review process of individual projects. Document structure includes project basic information modules, resource survey data attachments, compliance certification documents, funding and operation plans. Fields include installed capacity (unit: MW), land scope (unit: hectare), approval document number, submission time, and others. The length of individual documents varies widely, and content includes multiple formats such as text, tables, and images.

Constraints Imposed on Multi-turn Dialogue and Prompt Engineering

The wide variation in document length and multiple attachment types require multi-turn dialogue context windows to adapt to material fragments of different lengths, to avoid truncating core compliance information. Specific unit fields require prompt engineering to automatically verify unit matching during review, to prevent review errors caused by unit mismatches. Multi-source data is scattered across declaration materials and approval cases. Multi-turn dialogue must retrieve corresponding data step-by-step according to review nodes, to ensure accurate context association. Dynamic updates to the review process require prompt engineering to support real-time synchronization of the latest case status, to avoid generating review conclusions based on outdated information.

Configuration Settings

Reference only; verify against the target FastGPT release and deployment documentation.

Configuration ItemRecommended SettingRationale
variablesPreset dedicated verification field set for new energy projectsFix verification rules for required fields such as installed capacity (MW) and land area (hectare)
messagesConversation turns split by review nodeAdapt to step-by-step interaction for multi-turn case review, avoid context confusion
chatIdBind unique identifier for individual projectsEnsure dialogue context is associated with declaration materials and approval records of the same project
Maximum context length8000–12000 tokenAdapt to the average length of new energy declaration materials, avoid truncating core compliance information
Dialogue history storage duration7 daysMatch the standard review cycle for individual new energy projects
Single file upload limit1000 MBAdapt to the size of declaration attachments containing multiple survey reports

Three Common Misconfigurations

  • Fixed format rule trace symbols appear at the end of dialogue response results. Cause: The output format mandatory append switch in prompt engineering is not disabled, causing the system to automatically add preset review rule descriptions.
  • Uploaded declaration material attachment images cannot be fully displayed in dialogue interactions. Cause: The parsing priority for multiple file types is not correctly configured in the messages parameter, leading to incomplete loading of image resources.
  • Declaration material file streams cannot be correctly passed when calling the dialogue interface. Cause: The file upload field for the variables parameter is not bound in the request body as required, leading to the interface failing to recognize attachment content.

How to Verify Proper Configuration

Initiate a single-turn review dialogue, input "Verify the installed capacity unit of a wind power project", and check whether the returned result automatically matches the MW unit to confirm that the field rules of the variables parameter are in effect. Upload a declaration attachment containing images, check the parsing and display status of the attachment in the dialogue interface to confirm that the file processing logic is configured correctly. Call the dialogue interface and pass the unique chatId, initiate two linked dialogue turns, and check whether the second dialogue retains the project context from the first dialogue to confirm that session binding is correct. View the dialogue history list in the system backend, confirm that the dialogue records of the current test project can be retrieved within the preset duration to confirm that the storage rules are in effect.

The values provided are common starting points and should be measured against relevant project 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.