calibrate_query_mapper

Calibrate query in question-answer pairs based on reference text.

This operator adjusts the query (question) in a question-answer pair to be more detailed and accurate, while ensuring it can still be answered by the original answer. It uses a reference text to inform the calibration process. The calibration is guided by a system prompt, which instructs the model to refine the question without adding extraneous information. The output is parsed to extract the calibrated query, with any additional content removed.

基于参考文本校准问答对中的查询。

该算子调整问答对中的查询（问题），使其更加详细和准确，同时确保其仍能由原始答案回答。它使用参考文本来指导校准过程。校准过程由系统提示引导，指示模型在不添加无关信息的情况下细化问题。输出被解析以提取校准后的查询，并移除任何附加内容。

Type 算子类型: mapper

Tags 标签: cpu, api

🔧 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.

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 calibration task.

input_template

typing.Optional[str]

None

Template for building the model input.

reference_template

typing.Optional[str]

None

Template for formatting the reference text.

qa_pair_template

typing.Optional[str]

None

Template for formatting question-answer pairs.

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

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