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gobot dstc2.json

錢多多2年前9瀏覽0評論

GoBot是一個基于Go語言開發的聊天機器人框架,可以用來構建自己的智能客服、語音助手等應用。其中,dstc2.json是GoBot支持的一種對話狀態跟蹤挑戰的數據格式。

{
"dialogue_id": "PMUL2334",
"domains": ["restaurant", "hotel"],
"turns": [
{
"author": "user",
"text": "I am looking for a restaurant in the center of town",
"slots": {
"location": "center",
"restaurant_name": null,
"cuisine": null,
"price": null
}
},
{
"author": "system",
"text": "What kind of cuisine do you prefer?",
"slots": {
"location": "center",
"restaurant_name": null,
"cuisine": "?",
"price": null
}
},
{
"author": "user",
"text": "I prefer French cuisine",
"slots": {
"location": "center",
"restaurant_name": null,
"cuisine": "french",
"price": null
}
},
{
"author": "system",
"text": "What is your budget range?",
"slots": {
"location": "center",
"restaurant_name": null,
"cuisine": "french",
"price": "?"
}
},
{
"author": "user",
"text": "My budget is around $50 per person",
"slots": {
"location": "center",
"restaurant_name": null,
"cuisine": "french",
"price": "$$$$"
}
},
{
"author": "system",
"text": "Here are the restaurants that meet your criteria:",
"slots": {
"location": "center",
"restaurant_name": ["La Belle Epoque"],
"cuisine": "french",
"price": "$$$$"
}
}
]
}

dstc2.json文件包括三個部分:對話ID(dialogue_id)、領域(domains)和對話流程(turns)。其中,對話ID用于唯一標識一個對話,在后續的對話流程中一直保持不變;領域表示對話中涉及的主題,如餐廳、旅館等;對話流程包括多輪交互,每輪交互包含對話發起人(author)、對話內容(text)和相關槽位(slots)。槽位用于記錄對話中的重要信息,如餐廳名稱、菜系、價格等。

在GoBot中,可以通過解析dstc2.json文件,將其轉化為對話狀態跟蹤器(DST)的數據結構,用于跟蹤對話過程中用戶的意圖、上下文信息等,從而實現更加智能的對話服務。