家居大模型联调，优化提示词 ，可以对根据客户的需求，10维度分析
This commit is contained in:
ZLI263
@@ -306,48 +306,211 @@ public class AudioTextAnalysisFurnitureController {
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}
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private String buildPrompt(String recordingText) {
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return "请阅读以下录音文本，从中提取客户信息并生成 JSON。必须覆盖所有字段，缺失信息请基于语境合理推断或标注\"暂无信息\"。字段要求：\n"
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+ "1. customer_type：仅可填「新房装修」「二次翻修」「补充家居」。\n"
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+ "2. family_structure：描述家庭成员数量、孩子、老人情况。\n"
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+ "3. intention_products：仅列家居类产品（床、柜子、沙发等），用顿号或逗号分隔。\n"
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+ "4. summary：一句话概括客户需求，务必提到预算（若未提及则写“预算约3万元”），并涵盖客户类型、偏好风格、关键产品。\n"
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+ "5. decoration_style：概括偏好的装修/家居风格，并推测主人特征。\n"
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+ "6. sofa：沙发需求/配置，含大小、风格、数量等。\n"
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+ "7. tea_table：茶几/茶桌的需求、材质、风格。\n"
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+ "8. dining_table：餐桌椅需求或配置。\n"
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+ "9. study_desk：学习桌/书桌需求。\n"
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+ "10. tv_cabinet：电视柜需求。\n"
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+ "11. cabinet：橱柜或厨房柜体说明。\n"
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+ "12. wine_cabinet：酒柜需求说明。\n"
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+ "13. master_bedroom_cabinet：主卧衣柜/储物柜配置。\n"
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+ "14. secondary_bedroom_cabinet：次卧衣柜/储物柜配置。\n"
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+ "15. shoe_cabinet：鞋柜需求或配置。\n"
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+ "16. bed_and_mattress：床及床垫配置。\n"
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+ "严格输出 JSON，如："
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+ "{\"customer_type\":\"二次翻修\",\"family_structure\":\"三口之家，1个小男孩\",\"intention_products\":\"床、沙发、酒柜、厨房柜子\",\"summary\":\"客户为二次翻修，预算约3万元，偏好原木风，重点关注沙发与酒柜\",\"decoration_style\":\"原木+现代混搭，女主人喜欢收纳\",\"sofa\":\"需要L型布艺沙发，要求可拆洗\",\"tea_table\":\"原木茶几，低矮\",\"dining_table\":\"六人餐桌配软包椅\",\"study_desk\":\"需要儿童学习桌\",\"tv_cabinet\":\"整体墙面收纳\",\"cabinet\":\"定制U型橱柜\",\"wine_cabinet\":\"嵌入式酒柜\",\"master_bedroom_cabinet\":\"到顶推拉门衣柜\",\"secondary_bedroom_cabinet\":\"次卧需要开放格\",\"shoe_cabinet\":\"玄关到顶鞋柜含换鞋凳\",\"bed_and_mattress\":\"1.8米大床+护脊床垫\"}\n"
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+ "不要添加任何额外文字。\n\n录音文本：\n" + recordingText;
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StringBuilder prompt = new StringBuilder();
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prompt.append("请阅读以下录音文本，从中提取客户信息并生成 JSON。必须覆盖所有字段，缺失信息请基于语境合理推断或标注\"暂无信息\"。\n\n");
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prompt.append("字段要求：\n");
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prompt.append("1. customer_type：客户类型，仅可填「新房装修」「二次翻修」「补充家居」。\n");
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prompt.append("2. family_structure：家庭结构，描述家庭几口人、几个孩子、几个老人，重点反应家庭成员。\n");
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prompt.append("3. intention_products：意向产品清单，比如：床、柜子、沙发等，仅限家居，不能扩展到其它产品，用顿号或逗号分隔。\n");
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prompt.append("4. summary：一句话总结，应该简洁明了地概括客户的需求和关键信息，重点关注客户预算（如果未提及，默认预算3万），关注的还有产品信息等关键信息。\n");
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prompt.append("5. decoration_style：装修风格，总结偏好的装修/家居风格，风格类型，并推测主人相关信息。\n");
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prompt.append("6. sofa：沙发需求或配置说明，大小、风格、数量、种类等相关信息。\n");
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prompt.append("7. tea_table：茶几/茶桌需求或配置，材质、风格。\n");
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prompt.append("8. dining_table：餐桌椅需求或配置。\n");
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prompt.append("9. study_desk：学习桌/书桌需求。\n");
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prompt.append("10. tv_cabinet：电视柜需求说明。\n");
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prompt.append("11. cabinet：橱柜或厨房柜体说明。\n");
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prompt.append("12. wine_cabinet：酒柜需求说明。\n");
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prompt.append("13. master_bedroom_cabinet：主卧衣柜/储物柜配置。\n");
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prompt.append("14. secondary_bedroom_cabinet：次卧衣柜/储物柜配置。\n");
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prompt.append("15. shoe_cabinet：鞋柜需求或配置。\n");
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prompt.append("16. bed_and_mattress：床及床垫配置。\n\n");
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prompt.append("重要：每个产品维度（sofa、tea_table、dining_table、study_desk、tv_cabinet、cabinet、wine_cabinet、master_bedroom_cabinet、secondary_bedroom_cabinet、shoe_cabinet、bed_and_mattress）必须是一个JSON对象，包含以下10个维度：\n");
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prompt.append("1. preferenceStyleAndColor：偏好风格与颜色\n");
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prompt.append("2. materialPreference：材质偏好\n");
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prompt.append("3. customerFocusAreas：客户重点关注\n");
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prompt.append("4. priceSensitivity：价格敏感度\n");
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prompt.append("5. activityParticipation：活动参与度\n");
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prompt.append("6. customerConcerns：客户疑虑点\n");
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prompt.append("7. deliveryService：交付服务\n");
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prompt.append("8. competitorFeedback：竞品反馈\n");
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prompt.append("9. deliveryCycle：交付周期\n");
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prompt.append("10. productAppearance：产品颜值\n\n");
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prompt.append("严格输出 JSON 格式，示例：\n");
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prompt.append("{\n");
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prompt.append(" \"customer_type\": \"二次翻修\",\n");
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prompt.append(" \"family_structure\": \"三口之家，一个小男孩\",\n");
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prompt.append(" \"intention_products\": \"床、沙发、酒柜、厨房柜子\",\n");
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prompt.append(" \"summary\": \"客户是二次翻修，对价格比较敏感，预算在10万以内\",\n");
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prompt.append(" \"decoration_style\": \"总结偏好的装修/家居风格，风格类型，并推测主人相关信息\",\n");
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prompt.append(" \"sofa\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"tea_table\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"dining_table\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"study_desk\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"tv_cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"wine_cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"master_bedroom_cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"secondary_bedroom_cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"shoe_cabinet\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" },\n");
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prompt.append(" \"bed_and_mattress\": {\n");
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prompt.append(" \"preferenceStyleAndColor\": \"偏好风格与颜色\",\n");
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prompt.append(" \"materialPreference\": \"材质偏好\",\n");
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prompt.append(" \"customerFocusAreas\": \"客户重点关注\",\n");
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prompt.append(" \"priceSensitivity\": \"价格敏感度\",\n");
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prompt.append(" \"activityParticipation\": \"活动参与度\",\n");
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prompt.append(" \"customerConcerns\": \"客户疑虑点\",\n");
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prompt.append(" \"deliveryService\": \"交付服务\",\n");
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prompt.append(" \"competitorFeedback\": \"竞品反馈\",\n");
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prompt.append(" \"deliveryCycle\": \"交付周期\",\n");
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prompt.append(" \"productAppearance\": \"产品颜值\"\n");
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prompt.append(" }\n");
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prompt.append("}\n\n");
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prompt.append("注意：\n");
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prompt.append("1. 必须严格按照JSON格式输出，不要添加任何额外文字或markdown代码块标记。\n");
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prompt.append("2. 每个产品维度必须是一个完整的JSON对象，包含上述10个维度。\n");
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prompt.append("3. 如果录音文本中未提及某个产品，该产品的JSON对象中所有维度应填写\"暂无信息\"或基于语境合理推断。\n");
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prompt.append("4. 所有字段值必须基于录音文本内容，合理推断，不能随意编造。\n\n");
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prompt.append("录音文本：\n").append(recordingText);
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return prompt.toString();
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}
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private void applyStructuredResult(AudioTextAnalysisFurniture furniture, String rawContent) {
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String normalized = normalizeJson(rawContent);
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try {
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JsonNode root = objectMapper.readTree(normalized);
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// 基础字段
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furniture.setCustomerType(textValue(root, "customer_type"));
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furniture.setFamilyStructure(textValue(root, "family_structure"));
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furniture.setIntentionProducts(textValue(root, "intention_products"));
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furniture.setSummarySentence(textValue(root, "summary"));
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furniture.setDecorationStyle(textValue(root, "decoration_style"));
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furniture.setSofa(textValue(root, "sofa"));
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furniture.setTeaTable(textValue(root, "tea_table"));
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furniture.setDiningTable(textValue(root, "dining_table"));
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furniture.setStudyDesk(textValue(root, "study_desk"));
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furniture.setTvCabinet(textValue(root, "tv_cabinet"));
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furniture.setCabinet(textValue(root, "cabinet"));
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furniture.setWineCabinet(textValue(root, "wine_cabinet"));
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furniture.setMasterBedroomCabinet(textValue(root, "master_bedroom_cabinet"));
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furniture.setSecondaryBedroomCabinet(textValue(root, "secondary_bedroom_cabinet"));
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furniture.setShoeCabinet(textValue(root, "shoe_cabinet"));
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furniture.setBedAndMattress(textValue(root, "bed_and_mattress"));
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// 产品维度字段，每个都是JSON对象，需要转换为JSON字符串
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furniture.setSofa(jsonObjectToString(root, "sofa"));
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furniture.setTeaTable(jsonObjectToString(root, "tea_table"));
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furniture.setDiningTable(jsonObjectToString(root, "dining_table"));
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furniture.setStudyDesk(jsonObjectToString(root, "study_desk"));
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furniture.setTvCabinet(jsonObjectToString(root, "tv_cabinet"));
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furniture.setCabinet(jsonObjectToString(root, "cabinet"));
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furniture.setWineCabinet(jsonObjectToString(root, "wine_cabinet"));
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furniture.setMasterBedroomCabinet(jsonObjectToString(root, "master_bedroom_cabinet"));
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furniture.setSecondaryBedroomCabinet(jsonObjectToString(root, "secondary_bedroom_cabinet"));
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furniture.setShoeCabinet(jsonObjectToString(root, "shoe_cabinet"));
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furniture.setBedAndMattress(jsonObjectToString(root, "bed_and_mattress"));
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} catch (JsonProcessingException e) {
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log.warn("解析大模型返回JSON失败，使用原始内容作为总结: {}", e.getMessage());
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furniture.setSummarySentence(rawContent);
|
||||
@@ -370,5 +533,31 @@ public class AudioTextAnalysisFurnitureController {
|
||||
JsonNode node = root.get(field);
|
||||
return node == null || node.isNull() ? null : node.asText();
|
||||
}
|
||||
|
||||
/**
|
||||
* 将JSON对象节点转换为JSON字符串
|
||||
* 如果节点是对象，则转换为格式化的JSON字符串；如果是文本，直接返回；如果不存在或为null，返回null
|
||||
*/
|
||||
private String jsonObjectToString(JsonNode root, String field) {
|
||||
JsonNode node = root.get(field);
|
||||
if (node == null || node.isNull()) {
|
||||
return null;
|
||||
}
|
||||
try {
|
||||
if (node.isObject()) {
|
||||
// 如果是JSON对象，转换为紧凑的JSON字符串
|
||||
return objectMapper.writeValueAsString(node);
|
||||
} else if (node.isTextual()) {
|
||||
// 如果是文本，直接返回
|
||||
return node.asText();
|
||||
} else {
|
||||
// 其他类型也转换为字符串
|
||||
return objectMapper.writeValueAsString(node);
|
||||
}
|
||||
} catch (JsonProcessingException e) {
|
||||
log.warn("转换JSON对象失败，字段: {}, 错误: {}", field, e.getMessage());
|
||||
return node.isTextual() ? node.asText() : node.toString();
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
|
||||
@@ -1,22 +1,22 @@
|
||||
CREATE TABLE audio_text_analysis_furniture (
|
||||
id CHAR(36) NOT NULL COMMENT '记录唯一标识，存放UUID字符',
|
||||
parent_id CHAR(36) NULL COMMENT '对应的音频管理或父级记录ID，便于树状关联',
|
||||
customer_type VARCHAR(50) NULL COMMENT '客户类型（如个人、企业、设计师等）',
|
||||
family_structure VARCHAR(100) NULL COMMENT '家庭结构描述（如二人家庭、四口之家）',
|
||||
intention_products TEXT NULL COMMENT '意向产品清单，可存放多件物品的信息',
|
||||
decoration_style VARCHAR(100) NULL COMMENT '偏好的装修/家居风格',
|
||||
summary_sentence VARCHAR(255) NULL COMMENT '一句话总结客户需求或关键信息',
|
||||
sofa VARCHAR(255) NULL COMMENT '沙发需求或配置说明',
|
||||
tea_table VARCHAR(255) NULL COMMENT '茶几/茶桌需求或配置',
|
||||
dining_table VARCHAR(255) NULL COMMENT '餐桌椅需求或配置',
|
||||
study_desk VARCHAR(255) NULL COMMENT '学习桌/书桌需求',
|
||||
tv_cabinet VARCHAR(255) NULL COMMENT '电视柜需求说明',
|
||||
cabinet VARCHAR(255) NULL COMMENT '橱柜或厨房柜体说明',
|
||||
wine_cabinet VARCHAR(255) NULL COMMENT '酒柜需求说明',
|
||||
master_bedroom_cabinet VARCHAR(255) NULL COMMENT '主卧衣柜/储物柜配置',
|
||||
secondary_bedroom_cabinet VARCHAR(255) NULL COMMENT '次卧衣柜/储物柜配置',
|
||||
shoe_cabinet VARCHAR(255) NULL COMMENT '鞋柜需求或配置',
|
||||
bed_and_mattress VARCHAR(255) NULL COMMENT '床及床垫配置',
|
||||
customer_type VARCHAR(50) NULL COMMENT '客户类型：新房装修、二次翻修、补充家居',
|
||||
family_structure VARCHAR(200) NULL COMMENT '家庭结构描述，家庭几口人、几个孩子、几个老人，重点反应家庭成员',
|
||||
intention_products TEXT NULL COMMENT '意向产品清单，仅限家居产品（床、柜子、沙发等），用顿号或逗号分隔',
|
||||
decoration_style VARCHAR(200) NULL COMMENT '偏好的装修/家居风格，风格类型，并推测主人相关信息',
|
||||
summary_sentence VARCHAR(500) NULL COMMENT '一句话总结客户需求或关键信息，重点关注预算和产品信息',
|
||||
sofa TEXT NULL COMMENT '沙发需求或配置说明，JSON格式，包含10个维度分析',
|
||||
tea_table TEXT NULL COMMENT '茶几/茶桌需求或配置，JSON格式，包含10个维度分析',
|
||||
dining_table TEXT NULL COMMENT '餐桌椅需求或配置，JSON格式，包含10个维度分析',
|
||||
study_desk TEXT NULL COMMENT '学习桌/书桌需求，JSON格式，包含10个维度分析',
|
||||
tv_cabinet TEXT NULL COMMENT '电视柜需求说明，JSON格式，包含10个维度分析',
|
||||
cabinet TEXT NULL COMMENT '橱柜或厨房柜体说明，JSON格式，包含10个维度分析',
|
||||
wine_cabinet TEXT NULL COMMENT '酒柜需求说明，JSON格式，包含10个维度分析',
|
||||
master_bedroom_cabinet TEXT NULL COMMENT '主卧衣柜/储物柜配置，JSON格式，包含10个维度分析',
|
||||
secondary_bedroom_cabinet TEXT NULL COMMENT '次卧衣柜/储物柜配置，JSON格式，包含10个维度分析',
|
||||
shoe_cabinet TEXT NULL COMMENT '鞋柜需求或配置，JSON格式，包含10个维度分析',
|
||||
bed_and_mattress TEXT NULL COMMENT '床及床垫配置，JSON格式，包含10个维度分析',
|
||||
owner_phone VARCHAR(30) NULL COMMENT '所属人或负责人的联系方式',
|
||||
owner_id CHAR(36) NULL COMMENT '所属人或负责人的唯一标识',
|
||||
customer_phone VARCHAR(30) NULL COMMENT '客户的联系方式',
|
||||
|
||||
Reference in New Issue
Block a user