extract_nickname_mapper

Extracts nickname relationships in the text using a language model.

This operator uses a language model to identify and extract nickname relationships from the input text. It follows specific instructions to ensure accurate extraction, such as identifying the speaker, the person being addressed, and the nickname used. The extracted relationships are stored in the meta field under the specified key. The operator uses a default system prompt, input template, and output pattern, but these can be customized. The results are parsed and validated to ensure they meet the required format. If the text already contains the nickname information, it is not processed again. The operator retries the API call a specified number of times if an error occurs.

使用语言模型从文本中提取昵称关系。

此算子使用语言模型从输入文本中识别并提取昵称关系。它遵循特定的指令以确保准确提取，例如识别说话者、被称呼的人以及使用的昵称。提取的关系存储在指定键的 meta 字段中。该算子使用默认的系统提示、输入模板和输出模式，但这些可以自定义。结果经过解析和验证以确保符合所需的格式。如果文本已经包含昵称信息，则不再进行处理。如果出现错误，该算子将重试 API 调用指定次数。

Type 算子类型: mapper

Tags 标签: cpu, api, text

🔧 Parameter Configuration 参数配置

name 参数名

type 类型

default 默认值

desc 说明

api_model

<class 'str'>

'gpt-4o'

API model name.

nickname_key

<class 'str'>

'nickname'

The key name to store the nickname

api_endpoint

typing.Optional[str]

None

URL endpoint for the API.

response_path

typing.Optional[str]

None

Path to extract content from the API response.

system_prompt

typing.Optional[str]

None

System prompt for the task.

input_template

typing.Optional[str]

None

Template for building the model input.

output_pattern

typing.Optional[str]

None

Regular expression for parsing model output.

try_num

typing.Annotated[int, Gt(gt=0)]

3

The number of retry attempts when there is an API

drop_text

<class 'bool'>

False

If drop the text in the output.

model_params

typing.Dict

{}

Parameters for initializing the API model.

sampling_params

typing.Dict

{}

Extra parameters passed to the API call.

kwargs

''

Extra keyword arguments.

📊 Effect demonstration 效果演示

not available 暂无