class LlmAgent: def __init__(self, llm): self.llm = llm def generate_paragraph(self, query: str, context: {}, histo: [(str, str)], language='fr') -> str: """generates the answer""" template = (f"You are a conversation bot designed to answer to the query from users delimited by " f"triple backticks: " f"\\n ``` {query} ```\\n" f"Your answer is based on the context delimited by triple backticks: " f"\\n ``` {context} ```\\n" f" You are consistent and avoid redundancies with the rest of the initial conversation " f"delimited by triple backticks: " f"\\n ``` {histo} ```\\n" f"Your response shall be in {language} and shall be concise") p = self.llm(template) # print("****************") # print(template) # print("----") # print(p) return p def translate(self, text: str, language="en") -> str: """translates""" languages = "`French to English" if language == "en" else "English to French" template = (f" Your task consists in translating in English\\n" f" the following text delimited by by triple backticks: ```{text}```\n" ) p = self.llm(template) return p def generate_answer(self, query: str, answer: str, histo: str, context: str,language : str) -> str: """provides the final answer in French based on the initial query and the answer in english""" def _cut_unfinished_sentence(s: str): return '.'.join(s.split('.')[:-1]) template = (f"Your task consists in translating the answer in {language}, if its not already the case, to the query " f"delimited by triple backticks: ```{query}``` \\n" f"You are given the answer in {language} delimited by triple backticks: ```{answer}```" f"\\n You don't add new content to the answer but: " f"\\n 1 You can use some vocabulary from the context delimited by triple backticks: " f"```{context}```" f"\\n 2 You are consistent and avoid redundancies with the rest of the initial" f" conversation delimited by triple backticks: ```{histo}```" ) p = self.llm(template) # p = _cut_unfinished_sentence(p) return p def detect_language(self, text: str) -> str: """detects the language""" template = (f"Your task consists in detecting the language of the following text delimited by triple backticks: " f"```{text}```" f" Your answer shall be the two letters code of the language" ) p = self.llm(template) return p