Source code for ontolearn.verbalizer

import requests




class LLMVerbalizer:
    def __init__(self, model: str = "mixtral:8x7b",
                 url: str = "http://tentris-ml.cs.upb.de:8000/api/generate"):
        self.model = model
        self.url = url



    def __call__(self, text: str):
        """
        :param text: String representation of an OWL Class Expression
        """
        prompt=f"<s> [INST] You are an expert in description logics. You are particularly good at explaining complex concepts with few sentences. [/INST] Model answer</s> [INST] Verbalize {text} in natural language with 1 sentence. Provide no explanations or write no notes.[/INST]"
        response = requests.get(url=self.url,
                                headers={"accept": "application/json", "Content-Type": "application/json"},
                                json={"model": self.model, "prompt": prompt})
        return response.json()["response"]