KDnuggets_summary_1.py

# Summary funnction
def summary_maker(review):
    response = openai.completions.create(
        model="text-davinci-003",  # You can choose the model version
        prompt=f"Summarize the following review: \"{review}\" with a 3 words sentence.",
        max_tokens=60
    )

    sentiment = response.choices[0].text.strip()
    return sentiment
  
df_short["Summary_new"] = df_short.apply(lambda x:summary_maker(x["Text"]), axis=1)
df_short