Function generate_answer

api.py:130–150

(question, openAI_key)

def generate_answer(question, openAI_key):
    topn_chunks = recommender(question)
    prompt = ""
    prompt += 'search results:\n\n'
    for c in topn_chunks:
        prompt += c + '\n\n'

    prompt += (
        "Instructions: Compose a comprehensive reply to the query using the search results given. "
        "Cite each reference using [ Page Number] notation (every result has this number at the beginning). "
        "Citation should be done at the end of each sentence. If the search results mention multiple subjects "
        "with the same name, create separate answers for each. Only include information found in the results and "
        "don't add any additional information. Make sure the answer is correct and don't output false content. "
        "If the text does not relate to the query, simply state 'Text Not Found in PDF'. Ignore outlier "
        "search results which has nothing to do with the question. Only answer what is asked. The "
        "answer should be short and concise. Answer step-by-step. \n\nQuery: {question}\nAnswer: "
    )

    prompt += f"Query: {question}\nAnswer:"
    answer = generate_text(openAI_key, prompt, "text-davinci-003")
    return answer


def load_openai_key() -> str: