| import openai |
| import os |
|
|
| from dotenv import load_dotenv, find_dotenv |
| _ = load_dotenv(find_dotenv()) |
|
|
| openai.api_key = os.getenv('OPENAI_API_KEY') |
|
|
| def get_completion(prompt, model="gpt-3.5-turbo"): |
| messages = [{"role": "user", "content": prompt}] |
| response = openai.ChatCompletion.create( |
| model=model, |
| messages=messages, |
| temperature=0, |
| ) |
| return response.choices[0].message["content"] |
|
|
|
|
| prod_review = """ |
| Got this panda plush toy for my daughter's birthday, \ |
| who loves it and takes it everywhere. It's soft and \ |
| super cute, and its face has a friendly look. It's \ |
| a bit small for what I paid though. I think there \ |
| might be other options that are bigger for the \ |
| same price. It arrived a day earlier than expected, \ |
| so I got to play with it myself before I gave it \ |
| to her. |
| """ |
|
|
| prompt = f""" |
| Your task is to extract relevant information from \ |
| a product review from an ecommerce site to give \ |
| feedback to the Shipping department. |
| |
| From the review below, delimited by triple quotes \ |
| extract the information relevant to shipping and \ |
| delivery. Limit to 30 words. |
| |
| Review: ```{prod_review}``` # type: ignore |
| """ |
|
|
| response = get_completion(prompt) |
| print(response) |
|
|
| review_1 = prod_review |
|
|
| |
| review_2 = """ |
| Needed a nice lamp for my bedroom, and this one \ |
| had additional storage and not too high of a price \ |
| point. Got it fast - arrived in 2 days. The string \ |
| to the lamp broke during the transit and the company \ |
| happily sent over a new one. Came within a few days \ |
| as well. It was easy to put together. Then I had a \ |
| missing part, so I contacted their support and they \ |
| very quickly got me the missing piece! Seems to me \ |
| to be a great company that cares about their customers \ |
| and products. |
| """ |
|
|
| |
| review_3 = """ |
| My dental hygienist recommended an electric toothbrush, \ |
| which is why I got this. The battery life seems to be \ |
| pretty impressive so far. After initial charging and \ |
| leaving the charger plugged in for the first week to \ |
| condition the battery, I've unplugged the charger and \ |
| been using it for twice daily brushing for the last \ |
| 3 weeks all on the same charge. But the toothbrush head \ |
| is too small. I’ve seen baby toothbrushes bigger than \ |
| this one. I wish the head was bigger with different \ |
| length bristles to get between teeth better because \ |
| this one doesn’t. Overall if you can get this one \ |
| around the $50 mark, it's a good deal. The manufactuer's \ |
| replacements heads are pretty expensive, but you can \ |
| get generic ones that're more reasonably priced. This \ |
| toothbrush makes me feel like I've been to the dentist \ |
| every day. My teeth feel sparkly clean! |
| """ |
|
|
| |
| review_4 = """ |
| So, they still had the 17 piece system on seasonal \ |
| sale for around $49 in the month of November, about \ |
| half off, but for some reason (call it price gouging) \ |
| around the second week of December the prices all went \ |
| up to about anywhere from between $70-$89 for the same \ |
| system. And the 11 piece system went up around $10 or \ |
| so in price also from the earlier sale price of $29. \ |
| So it looks okay, but if you look at the base, the part \ |
| where the blade locks into place doesn’t look as good \ |
| as in previous editions from a few years ago, but I \ |
| plan to be very gentle with it (example, I crush \ |
| very hard items like beans, ice, rice, etc. in the \ |
| blender first then pulverize them in the serving size \ |
| I want in the blender then switch to the whipping \ |
| blade for a finer flour, and use the cross cutting blade \ |
| first when making smoothies, then use the flat blade \ |
| if I need them finer/less pulpy). Special tip when making \ |
| smoothies, finely cut and freeze the fruits and \ |
| vegetables (if using spinach-lightly stew soften the \ |
| spinach then freeze until ready for use-and if making \ |
| sorbet, use a small to medium sized food processor) \ |
| that you plan to use that way you can avoid adding so \ |
| much ice if at all-when making your smoothie. \ |
| After about a year, the motor was making a funny noise. \ |
| I called customer service but the warranty expired \ |
| already, so I had to buy another one. FYI: The overall \ |
| quality has gone done in these types of products, so \ |
| they are kind of counting on brand recognition and \ |
| consumer loyalty to maintain sales. Got it in about \ |
| two days. |
| """ |
|
|
| reviews = [review_1, review_2, review_3, review_4] |
|
|
| for i in range(len(reviews)): |
| prompt = f""" |
| Your task is to generate a short summary of a product \ |
| review from an ecommerce site. |
| |
| Summarize the review below, delimited by triple \ |
| backticks in at most 20 words. |
| |
| Review: ```{reviews[i]}``` |
| """ |
|
|
| response = get_completion(prompt) |
| print(i, response, "\n") |
|
|
