语义相似度

“开箱即用包”>“UiPath 语言分析”>“语义相似度”

备注：

语义相似度模型当前为公开预览版。

UiPath® is committed to stability and quality of our products, but preview features are always subject to change based on feedback that we receive from our customers. Using preview features is not recommended for production deployments.

此模型允许您将单个参考句子与大量其他候选句子进行比较，并按相似度对这些候选句子进行排名。

模型详细信息

输入类型

JSON

输入说明

包含一个字符串（称为“reference”）和一个字符串列表（称为“candidates”）的 JSON。 这意味着不接受多个引用“句子”。 “Candidates”是候选句子的列表。

{"reference": "I like trains because they are fast", "candidates": ["I like trains because they are quick", "I like trains because they are comfortable", "I do not like buses because they are slow", "I do not like trains because they are uncomfortable"]}

输出说明

JSON，包含参考候选者和最相似候选者，以及该相似性的相关分数（0-1 之间），按分数降序排列

示例：

{
  "response": [
    {
      "candidate": "I like trains because they are quick",
      "score": 0.96463942527771
    },
    {
      "candidate": "I like trains because they are comfortable",
      "score": 0.81790685653686523
    },
    {
      "candidate": "I do not like trains because they are uncomfortable",
      "score": 0.53707438707351685
    },
    {
      "candidate": "I do not like buses because they are slow",
      "score": 0.48663735389709473
    }
  ]
}

推荐 GPU

当每个参考的候选句子数量超过 100 时，建议使用 GPU。

已启用训练

未启用训练，您无需训练或重新训练此模型。 您可以根据需要部署模型。