What the documents look like
For after-sales questions in Brand outlet operations, this page examines FastGPT multi-turn prompts. Separate product condition, campaign terms and handling records in outlet service follow-ups so labels do not replace actual agreements. The examples are hypothetical.
Constraints at the multi-turn prompts step
A proposed service exercise begins with a product attachment labeled past-season, then asks whether this item can still be handled. The label describes inventory background without supplying return or warranty terms. Clarify product, purchase conditions and actual request. An answer refusing service because the item is clearance requires checking applicable terms in history; the label cannot verify that conclusion. The absence of a return record also does not establish completed performance: distinguish an absent record from a handling event that did not occur.
Configuration and implementation checks
| Service-conversation check | Outlet label and request | Acceptance clue |
|---|---|---|
| Label scope | Past-season describes inventory background | No automatic service refusal |
| Request content | Customer asks to inspect packaging | Optimized question preserves item and task |
| Record gap | Absence of a return entry cannot confirm performance | Separate unavailable record and absent event |
| Condition source | Inspect purchase terms and campaign scope | Separate missing history and absent source |
| Actual result | Verify refunds, exchanges and tickets independently | Conversation completion is not business completion |
Documented conditions
| Documented item / implementation check | Condition |
|---|---|
Prompt and task | Define sources, the task and evidence-gap handling. |
Conversation history | Inspect the history actually submitted. |
Question optimization | Review reference resolution and question expansion. |
Model and length | Inspect context and reply length separately. |
Reply format | json_schema needs its format and parsing validation. |
Three common errors
- If a past-season or clearance label alone causes service refusal, inspect purchase conditions and actual request beside the answer. Inventory background supplies no return or warranty agreement.
- If packaging review becomes a quality complaint or another style, compare the customer wording, questions and product identity. Locate failed request handoff rather than deciding through further turns.
- If absence of a return entry becomes completed performance, distinguish unavailable records from events that did not occur. Obtain handling results; replies execute neither refunds nor exchanges and update no ticket.
How to verify the setup
Compare follow-ups with only the seasonal label, added conversation and an actual handling result, checking retained gaps and sources. Campaign wording can describe scope without establishing customer acceptance of every term or platform adjudication. The answer organizes known facts and further checks; refunds, exchanges and ticket updates require actual execution evidence. Confirm agreements and handling state with the responsible owner instead of treating a smoothly ended conversation as completed service.
| Material context | Scope |
|---|---|
| Document types | Discount Approval, Slow-Moving Inventory List, Price Tag and Gross Profit Calculation Sheet |
| Candidate sources | ERP Inventory Age, POS Sales, Outlet Mall Activities and Historical Discounts |
| Technical baseline | FastGPT v4.17.2 |