KDnuggets_topic_1.py

def theme_analyzer(review):
    response = openai.completions.create(
        model="text-davinci-003",  # You can choose the model version
        prompt=f"""Analyze the following review: \"{review}\". 
        Is it a complain, a experience-based review or a question.
        Answer with a single word: 
        - Complain
        - Experience
        - Question""",
        max_tokens=60
    )

df_short["Theme"] = df_short.apply(lambda x:theme_analyzer(x["Text"]), axis=1)
df_short