# Initialize the Ragas metric
llm = LangchainLLMWrapper(ChatOpenAI())
emb = LangchainEmbeddingsWrapper(OpenAIEmbeddings())
ragas_answer_relevancy = AnswerRelevancy(llm=llm, embeddings=emb)