Administrative Penalty Case File Handling: Service Consultation and Reply — Multi-turn Dialogue and Prompt Engineering

Administrative Penalty Case File Handling: Service Consultation and Reply — Multi-turn Dialogue and Prompt Engineering

What This Category of Data Entails

This category of data originates from administrative law enforcement case handling systems, law enforcement recorder footage, the National Enterprise Credit Information Publicity System, and departmental supervision databases, with daily updates. Daily documents include on-site inspection records, interrogation transcripts, evidence lists, prior administrative penalty notification letters, hearing notification letters, penalty decisions, and service receipts. Core fields cover law enforcement subject information, identification of illegal facts, content of evidence lists, applicable clauses of discretion benchmarks, penalty decision content, and document service records. All data must form a traceable evidence chain and complete document archive.

Constraints Imposed on Multi-turn Dialogue and Prompt Engineering

This category of data is updated daily. Multi-turn dialogue must access the latest information related to law enforcement case handling and supervision public disclosure to ensure consultation and reply content aligns with real-time status. Daily document types are diverse and have fixed structures. Prompts must clearly distinguish exclusive field requirements for different documents to avoid confusion in filling logic. The evidence chain must be complete and traceable. Dialogue context must retain records of each law enforcement link to facilitate retrospective review of the case file handling process. Core fields cover law enforcement subjects, illegal facts, and more. Prompts must accurately match the filling specifications of corresponding fields to ensure generated content conforms to law enforcement document standards.

Configuration Settings

The following configurations apply to FastGPT v4.17.0.

Configuration ItemRecommended ApproachRationale
chatIdBind to the unique number of the current case fileEnsure the dialogue context of each case file is independent, avoiding cross-case data misuse
messagesRetain the last 15–20 rounds of dialogue recordsCover the complete process of law enforcement case handling, while controlling total context length
variablesPass in core field snippets of the current case fileAllow prompts to accurately match the specific scenario of the current case handling
Single search match limitTop 3 entriesAvoid excessive non-core information interfering with prompt understanding
Maximum context length800–1200 charactersAdapt to the conventional length of law enforcement documents, matching model processing capabilities
Dialogue timeout threshold600 secondsAdapt to the operating rhythm of law enforcement personnel, avoiding mid-dialogue interruptions

Three Common Misconfigurations

  • Phenomenon: The bound case file number is not displayed in the dialogue log, and law enforcement data misuse occurs during cross-case calls. Cause: chatId was not bound to the unique number of the current case file during configuration, or the chatId parameter was not passed correctly during API calls.
  • Phenomenon: Law enforcement document fragments returned by tool calls are not included in the context of the next round of dialogue. Cause: Tool call results were not correctly added to the messages parameter list, causing subsequent prompts to fail to obtain the latest case handling data.
  • Phenomenon: After a user accessing via a login-free link deletes dialogue content, the corresponding records are also deleted in the background log. Cause: Independent storage rules for dialogue logs were not configured, binding user-side dialogue and background logs to the same data source.

How to Verify Successful Configuration

  • Initiate a simulated law enforcement case file dialogue, check that the chatId parameter is correctly included in the API request, and that the corresponding case file number is displayed in the log.
  • Call the tool to obtain law enforcement document fragments, confirm that the returned fragments are correctly added to the dialogue context. This can be verified by viewing the content of the messages parameter.
  • Publish a login-free link, test the delete dialogue function, and confirm that background logs do not synchronously delete user-side dialogue records.
  • Submit a form node containing law enforcement document fields, check that interface display and field binding conform to the preset law enforcement document format.

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.