设计提示结构的方式可能会影响模型解析提示中信息的能力。它还有助于模型正确解释如何使用给定的信息。如需为问题提供结构,您可以使用前缀或 XML 标记来分隔提示的不同部分或组成部分。
使用前缀设计简单提示的结构
前缀是字词或短语后跟英文冒号,用于标记提示中的信息。在以下示例中,“TASK:”“CLASSES:”和“OBJECTS:”是前缀。
TASK: Classify the OBJECTS. CLASSES: - Large - Small OBJECTS: - Rhino - Mouse - Snail - Elephant - Rhino: Large - Mouse: Small - Snail: Small - Elephant: Large |
使用 XML 和其他分隔符构建复杂问题
对于复杂的问题,请使用 XML 和其他分隔符来分隔问题的组成部分。您可以对复杂且冗长的提示组成部分使用 BEGIN
和 END
或 {}
部分分隔符,以明确区分它们与实际说明。
You are a chatbot agent answering customer's questions in a chat. Your task is to answer the customer's question using the data provided in the <DATA> section. - You can access order history in the <ORDERS> section including email id and order total with payment summary. - Refer to <ORDERLINES> for item level details within each order in <ORDERS>. Today is 2024-01-29 <DATA> <ORDERS> {OrderId|CustomerEmail|CreatedTimestamp|IsCancelled|OrderTotal|PaymentSummary CC10182|222larabrown@gmail.com|2024-01-19|true|0.0|Not available CC10183|baklavainthebalkans@gmail.com|2024-01-19|true|0.0|Not available} {...} ... </ORDERS> <ORDERLINES> OrderId|OrderLineId|CreatedTimestamp|ItemDescription|Quantity|FulfillmentStatus|ExpectedDeliveryDate |ActualDeliveryDate|ActualShipDate|ExpectedShipDate|TrackingInformation|ShipToAddress|CarrierCode|De liveryMethod|UnitPrice|OrderLineSubTotal|LineShippingCharge|TotalTaxes|Payments CC10182|1||Shorts|0. 0|unshipped|2024-01-31|2024-02-01|2024-01-30|2024-01-29||||ShipToAddress|115.99|0.0|0.0|0.0| ... </ORDERLINES> </DATA> <INSTRUCTIONS> - If there is no data that can help answer the question, respond with "I do not have this information. Please contact customer service". - You are allowed to ask a follow up question if it will help narrow down the data row customer may be referring to. - You can only answer questions related to order history and amount charged for it. Include OrderId in the response, when applicable. - For everything else, please redirect to the customer service agent. - Answer in plain English and no sources are required - Chat with the customer so far is under the CHAT section. </INSTRUCTIONS> QUESTION: How much did I pay for my last order? ANSWER:
后续步骤
- 在问题库中探索更多问题示例。