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【備忘録】Summarizing

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    Contents

    このレッスンでは、特定のトピックに焦点を当てたテキストの要約を行います。

    使用するテキスト

    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.
    """
    

    単語/文/文字数制限を設けて要約する

    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 30 words.
    
    Review: ```{prod_review}```
    """
    
    response = get_completion(prompt)
    print(response)
    
    

    出荷・配送を中心にまとめる

    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 30 words.
    
    Review: ```{prod_review}```
    """
    
    response = get_completion(prompt)
    print(response)
    

    価格と価値にこだわってまとめる

    prompt = f"""
    Your task is to generate a short summary of a product \
    review from an ecommerce site to give feedback to the \
    pricing deparmtment, responsible for determining the \
    price of the product.
    
    Summarize the review below, delimited by triple
    backticks, in at most 30 words, and focusing on any aspects \
    that are relevant to the price and perceived value.
    
    Review: ```{prod_review}```
    """
    
    response = get_completion(prompt)
    print(response)
    
    

    コメント

    • サマリーには、注目のトピックとは関係のないトピックも含まれています。

    "要約 "の代わりに "抽出 "を試してみる

    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}```
    """
    
    response = get_completion(prompt)
    print(response)
    

    複数の製品レビューをまとめる

    リストで連続でプロンプトに投げる事が可能

    
    review_1 = prod_review
    
    # review for a standing lamp
    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 for an electric toothbrush
    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 for a blender
    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")