28 lines
1.1 KiB
Python
28 lines
1.1 KiB
Python
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from typing import Dict,List,Any
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from transformers import pipeline
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class EndpointHandler:
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def __init__(self, path:str=""):
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self.model = pipeline('text-generation',model=path)
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self.PROMPT_TEMPLATE = """Below is an instruction that describes a task, paired with an input that provides further context. Write a response that appropriately completes the request.
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### Instruction:
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คุณเป็น AI ผู้เชี่ยวชาญด้านการตรวจสอบข่าวภาษาไทย กรุณาวิเคราะห์หัวข้อข่าวต่อไปนี้และตอบว่าเป็น "ข่าวจริง" หรือ "ข่าวปลอม" เท่านั้น
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### Input:
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{}
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### Response:
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"""
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def __call__(self, data:Dict[str,Any]):
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inputs = data.pop("inputs",data)
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prompt = self.PROMPT_TEMPLATE.format(inputs)
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prediction = self.model(prompt)
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prediction = prediction[0]
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return prediction
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