State-owned Capital Investment Company Service Inquiry and Reply: Multi-turn Dialogue and Prompt Engineering

State-owned Capital Investment Company Service Inquiry and Reply: Multi-turn Dialogue and Prompt Engineering

What this category of data looks like

Service inquiry data for state-owned capital investment companies primarily originates from service specifications released by state-owned asset supervision and administration departments, internal enterprise service process documents, historical inquiry reply records, and administrative approval item lists. Policy documents are updated every six months. Ticket data is stored in real time. Service guidelines are adjusted quarterly to align with regulatory requirements. A single data entry includes fields such as item name, handling level, application material list, handling time limit, inquiry channel, and update date. Application materials are stored as an array. Handling time limits use "X working days" as the unit. Update dates follow standard date formats.

The data sources include general state-owned asset policies and enterprise-specific processes, which requires multi-turn dialogue to clearly distinguish the call priority of the two types of information. The difference in update rhythm requires dynamically recalling real-time ticket data while regularly synchronizing the latest policy documents. The array-type application material field in the documents requires the prompt to have the ability to parse structured data, ensuring that the returned content complies with the format requirements of enterprise service handling. The handling level and item code fields require multi-turn dialogue to accurately match the handling rules of the corresponding level based on the user's inquiry scenario, avoiding cross-level incorrect guidance.

How to set the configurations

Configuration ItemRecommended ValueRationale
Maximum Context8000–12000 charactersMatches the average total length of service documents for state-owned capital investment companies, avoids truncating core policy and process content
Question OptimizationEnabledHelps users break down complex state-owned asset service inquiries, adapts to context association for multi-turn follow-up questions
Single Recap LimitTop 3 entriesMatches the number of common related questions for service inquiries, avoids redundant information interfering with dialogue logic
Context Timeout1800 secondsAdapts to the average processing cycle of state-owned asset service inquiries, prevents loss of dialogue memory mid-session
variables BindingBind item code fieldUsed to accurately match the corresponding service item of the user's inquiry, improves recall accuracy
messages FormatStored in user-assistant alternating formatComplies with FastGPT v4.17.0 multi-turn dialogue context reading specifications, ensures coherent dialogue memory

Three common misconfigurations

  • Phenomenon: Dialogue context is lost, subsequent follow-up questions cannot associate previous inquiry content. Cause: chatId binding is not configured correctly, or the context timeout setting is too short, leading to early destruction of the dialogue session.
  • Phenomenon: Returned service material list is formatted chaotically and cannot be displayed as clear items. Cause: Prompt parsing rules are not configured for the array-type application material field of state-owned capital investment companies, leading to the model being unable to correctly restore structured field content.
  • Phenomenon: Recalled service guidelines are outdated and do not match the latest state-owned asset supervision requirements. Cause: No regular policy document synchronization task is configured, or the prompt does not mandate prioritizing documents with the latest update date.

How to confirm the configuration is correct

  • Initiate a test dialogue with two or more follow-up questions, verify whether subsequent questions can associate previous inquiry content, confirm that the context memory function is active.
  • Enter an inquiry containing a specific item code, check whether the returned service guidelines match the latest version of the corresponding item, confirm that the variables binding configuration is active.
  • View the dialogue backend logs, confirm that the messages field is stored in alternating user-assistant format, confirm that the multi-turn dialogue format configuration is correct.
  • Wait more than 1800 seconds before initiating a new inquiry dialogue, verify whether a new session needs to be started, confirm that the context timeout setting is active.

The values provided 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.