extract_event_mapper

Extracts events and relevant characters from the text.

This operator uses an API model to summarize the text into multiple events and extract the relevant characters for each event. The summary and character extraction follow a predefined format. The operator retries the API call up to a specified number of times if there is an error. The extracted events and characters are stored in the meta field of the samples. If no events are found, the original samples are returned. The operator can optionally drop the original text after processing.

从文本中提取事件和相关角色。

此算子使用 API 模型将文本总结为多个事件，并提取每个事件的相关角色。摘要和角色提取遵循预定义的格式。如果出现错误，该算子将重试 API 调用最多指定次数。提取的事件和角色存储在样本的 meta 字段中。如果没有找到事件，则返回原始样本。该算子可以选择在处理后删除原始文本。

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.

event_desc_key

<class 'str'>

'event_description'

The key name to store the event descriptions

relevant_char_key

<class 'str'>

'relevant_characters'

The field name to store the relevant

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