question-answer

Desription

Prompt to answer a question.

Code Example

Example

from towhee import ops, pipe
import requests

towhee_docs = requests.get('https://raw.githubusercontent.com/towhee-io/towhee/main/README.md').context


p = (
    pipe.input('question', 'docs', 'history')
    .map(('question', 'docs', 'history'), 'prompt', ops.prompt.question_answer())
    .map('prompt', 'answer', ops.LLM.OpenAI())
    .output('answer')
)

an1 = p('Tell me something about Towhee', [towhee_docs], []).get()[0]

an2 = p('Give an example', [towhee_docs], [{'question': 'Tell me something about Towhee', 'answer': an1}]).get()[0]

Factory Constructor

Create the operator via the following factory method:

ops.prompt.question_answer()

Returns: List[Dict]