import openai def generate_response(retrieved_texts, query, max_tokens=150): """ Generates a response based on the retrieved texts and query. Args: retrieved_texts (list): List of retrieved text strings. query (str): Query string. max_tokens (int): Maximum number of tokens for the response. Returns: str: Generated response. """ context = "\n".join(retrieved_texts) prompt = f"This is the detail about the image: {context}\n\nQuestion: {query}\n\nAnswer:" response = openai.ChatCompletion.create( model="gpt-3.5-turbo", messages=[ {"role": "system", "content": "You are a helpful assistant."}, {"role": "user", "content": prompt} ], max_tokens=max_tokens, n=1, stop=None, temperature=0.5, ) return response.choices[0].message['content']