| # 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 |