StoryPrompt

storyprompt

I write a newsletter called Above Average, where I talk about the second-order insights behind everything that is happening in the big tech. If you are into tech and don’t want to be average, . subscribe to it Inferring is essentially a way to extract insights, sentiments, and trends using clever prompts while interacting with LLMs. Previously, before LLMs, each of these tasks would require their own models, training, and deployment & maintenance. But with the explosion of OpenAI and other LLMs, inference allows you to improve your products by leveraging LLMs, and you don’t have to be a data scientist or a machine learning engineer to do so. Let’s say you run an e-commerce website and want to extract the sentiment of customer reviews. You can do this using the following prompt. In this case, I am providing the review text and the prompt you can use on it. You can use your favorite way to run it against Open AI’s API. I took a real review from Amazon for a light box that I purchased for this example. Example 1: from openai import OpenAI
client = OpenAI()
client.api_key = 'YOUR_SECRET_KEY'

amazon_review = f"""
This softbox lighting system is a great value for the price. They were super easy to set and offer multiple types of lighting, with dimmer and remotes for each light. They are lightweight which means they can topple over if bumped. But that was an easy problem to solve. I just created some weights out of an old pair of socks and some dried beans. You could use rice or sand also. Or just buy sandbags. I like to DIY. Anywho, I highly recommend this lighting system.
"""

story = """
prompt = f"""
Identify the following items from the review text: 
- Sentiment (positive or negative)
- Is the reviewer expressing anger? (true or false)
- Item purchased by reviewer
- Company that made the item

The review is delimited with triple backticks. \
Format your response as a JSON object with \
"Sentiment", "Anger", "Item" and "Brand" as the keys.
If the information isn't present, use "unknown" \
as the value.
Make your response as short as possible.
Format the Anger value as a boolean.

Review text: '''{amazon_review}'''

"""

response = client.chat.completions.create(
  model="gpt-4",
  messages=[
    {
      "role": "user",
      "content": prompt
    }
  ],
  temperature=0,
  #max_tokens=64,
  #top_p=1
)

print(response.choices[0].message.content) The output I got is as follows: {“Sentiment”: “positive”, “Anger”: false, “Item”: “softbox lighting system”, “Brand”: “unknown”} This is a cool example showing the power of inferring using Open AI’s API. Now, Amazon is a large company that already uses AI to ship features, and one of the recent updates to the page seems to be about summarizing all the reviews under the product. Here is how it looks for the same product. Do you think it can be re-created using inferring across a set of customer reviews? I think so. If you are able to figure this out, reach me on and let me know. Twitter let's say you run a news website, and you want to find the topics an article is about without actually reading it. Can you do it using a Prompt and infer it? Yes, you can. Here is an example article from which I am inferring topics mentioned in that article. Example 2: from openai import OpenAI
client = OpenAI()
client.api_key = 'YOUR_SECRET_KEY'



article = """
It hasn't been the best start to 2024 for Elon Musk. The owner of X, formerly known as Twitter, appealed to YouTube's biggest star MrBeast to post his videos on the platform, and was promptly rejected.

On Dec. 30, 2023, MrBeast, whose real name is Jimmy Donaldson, posted on X to announce his latest video release was available on YouTube: "I uploaded, go watch or I'll drop kick you."

Donaldson had uploaded a 20-minute long video to YouTube, in which he chronicled spending a week in solitary confinement. These types of videos, in which Donaldson challenges either himself or an individual with an extreme task, have earned him worldwide notoriety. The social media mastermind earned an estimated $82 million in 2023, and with more than 225 million subscribers on his main channel alone, is the platform's biggest name.

After Donaldson posted the appeal to head to YouTube on X, one fan replied: "Upload on this platform too," which is when Elon Musk chimed in with: "Yeah."

Musk, the CEO of Tesla and owner of X, has been trying to drum up interest from video viewers since taking over the social media platform in 2022.

Schemes have included launching a media partnership with heiress Paris Hilton—which has since been axed—as well as streaming shows from the likes of former Fox star Tucker Carlson.

Musk, now with the help of CEO Linda Yaccarino, has also attempted to drum up revenue by launching premium subscription services on the site, which—among other things—allow for users to appear as "verified" and send DMs to other accounts.

The moves have been necessary after droves of advertisers left the site over fears their branding would appear beside unregulated content.

Musk, a fierce proponent of free speech, has refused to cow to concern from advertisers about how X will prevent their messages from reportedly appearing beside Nazi propaganda, for example.

But Musk's attempt to get MrBeast's content on his site—not even exclusively—was rebuffed by the creator.

Donaldson replied to Musk directly: "My videos cost millions to make and even if they got a billion views on X it wouldn’t fund a fraction of it :/ I’m down though to test stuff once monetization is really cranking!"

The polite rebuttal contrasts with the firm interest Donaldson had previously taken in Twitter. Indeed, Donaldson's bio still reads "X Super Official CEO," harking back to the times when speculation was rife about who would take over the day-to-day running of the platform from the ever-busy Musk.
"""

prompt = f"""
Determine five topics that are being discussed in the \
following text, which is delimited by triple backticks.

Make each item one or two words long. 

Format your response as a list of items separated by commas.

Text sample: '''{article}'''

"""

response = client.chat.completions.create(
  model="gpt-4",
  messages=[
    {
      "role": "user",
      "content": prompt
    }
  ],
  temperature=0,
  #max_tokens=64,
  #top_p=1
)

print(response.choices[0].message.content) Output is: Elon Musk, Social Media Platforms, YouTube Content, Advertising Concerns, Monetization Strategies Pretty accurate, right? Shopify App to summarize & extract insights from customer reviews. This app should be launched in the Shopify app store. I wouldn’t be surprised if Shopify launched this natively. Just using prompt engineering with open AI API, this would be an app that can be launched in a couple of days. AI PRODUCT IDEA ALERT: That’s it for day 3. Follow me on for the latest updates on 100 days of AI, or . Twitter bookmark this page Also published . here

100 Days of AI Day 3: Leveraging AI for Prompt Engineering and Inference

AI দিনের 100 দিন 3: প্রম্পট ইঞ্জিনিয়ারিং এবং ইনফরেন্সের জন্য AI ব্যবহার করা

100 Tage KI Tag 3: Nutzung von KI für schnelles Engineering und Inferenz

100 días de IA Día 3: Aprovechamiento de la IA para ingeniería e inferencia rápidas

100 jours d'IA Jour 3 : Tirer parti de l'IA pour une ingénierie et une inférence rapides

एआई के 100 दिन, दिन 3: त्वरित इंजीनियरिंग और अनुमान के लिए एआई का लाभ उठाना

100 日間の AI 3 日目: AI を活用して迅速なエンジニアリングと推論を行う

AI 100일 3일차: 신속한 엔지니어링 및 추론을 위해 AI 활용

100 dias de IA, dia 3: aproveitando a IA para engenharia e inferência imediatas

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人工智能 100 天第 3 天：利用人工智能进行快速工程和推理

The Quest for Better Music Recommendations Through ChatGPT Prompt Engineering

চ্যাটজিপিটি প্রম্পট ইঞ্জিনিয়ারিংয়ের মাধ্যমে আরও ভাল সঙ্গীত সুপারিশের জন্য কোয়েস্ট

Die Suche nach besseren Musikempfehlungen durch ChatGPT Prompt Engineering

Las indicaciones de IA son los encantamientos que hacen que ChatGPT haga cosas mágicas

Les invites de l'IA sont les incantations qui font que ChatGPT fait des choses magiques

एआई प्रांप्ट वे मंत्र हैं जो चैटजीपीटी को जादुई चीजें करते हैं

AIプロンプトは、ChatGPTに魔法のようなことをさせる呪文です

ChatGPT 프롬프트 엔지니어링을 통한 더 나은 음악 추천을 위한 탐구

Prompts de IA são os encantamentos que fazem o ChatGPT fazer coisas mágicas

ChatGPT İstem Mühendisliği Aracılığıyla Daha İyi Müzik Önerileri Arayışı

Lời nhắc AI là câu thần chú khiến ChatGPT làm nên những điều kỳ diệu

AI 提示是让 ChatGPT 做神奇事情的咒语

Tech Fairy Tales is a growing collection of imaginative stories that not only entertain, but also educate young children about technology. It was inspired by my 17-month-old daughter Amelia and my desire to create a fun and educational resource for children to learn about technology. I wanted to find a way to introduce technology to young children in a way that sparked their imagination and love of learning. This is a fairy tale about a mysterious girl named Alice who discovers a powerful tool called ChatGPT in an enchanted forest. She uses the tool to help her with her studies, creative writing, and language learning. She becomes popular in the kingdom and people seek her out for help and guidance. Once upon a time, in a far-off kingdom, there lived a young girl named Alice. She was a mysterious and alluring figure, with long raven hair and piercing green eyes that seemed to hold a hidden knowledge. She lived alone in a secluded cottage on the edge of a dense and enchanted forest, surrounded by ancient trees and mystical creatures. Alice was known throughout the kingdom for her love of adventure and her insatiable thirst for knowledge. She spent her days exploring the forest, uncovering its secrets and uncovering its hidden wonders. She was a skilled and fearless warrior, armed with nothing but her wits and her courage. One day, while exploring the depths of the forest, Alice stumbled upon a mysterious door. It was unlike anything she had ever seen before, made of ancient wood and adorned with intricate carvings and symbols. Without hesitation, she opened the door and found herself in a room filled with strange devices and machines. As she explored the room, she stumbled upon a powerful tool called ChatGPT. The tool spoke to her and explained that it could help her in many ways. It said that it could assist her with her homework, writing, creative writing, and even learning a new language. Excited by the prospect of using ChatGPT, Alice set out on an adventure to explore the kingdom and put the tool to the test. She used ChatGPT to help her with her math homework, improve her writing skills, write a story about a magical world and learn a new language. Prompt: "Can you explain how to solve this math problem? The problem is 2x+3=7" ChatGPT provided an explanation: "Sure, to solve this problem, you need to first isolate the variable (x) by subtracting 3 from both sides of the equation. This gives you 2x = 4. Then, you can divide both sides of the equation by 2 to get x = 2. So the solution is x = 2." Prompt: "Can you help me improve this sentence: 'The cat sat on the mat'" ChatGPT provided suggestions: "Sure, one way to improve this sentence could be to add a descriptive phrase, such as 'The fluffy white cat sat gracefully on the soft blue mat.' Another way to improve it could be to change the verb to show more action, such as 'The cat leapt onto the mat'." Prompt: "Can you give me a story prompt about a magical world?" ChatGPT provided a story prompt: "A young prince must journey through a magical forest to save his kingdom from a powerful curse." Prompt: "Can you translate this sentence 'Bonjour, comment ça va?' in English" ChatGPT provided a translation: "Hello, how are you?" Thanks to ChatGPT, Alice's adventure was filled with excitement and learning. She returned home with newfound knowledge and skills. From then on, she used ChatGPT whenever she needed help and it always came through for her, making her a true hero of the kingdom. But, her mysterious nature made people wonder what other secrets she was hiding and what other adventures she had been on. As word of Alice's adventures and her use of ChatGPT spread throughout the kingdom, more and more people began to seek her out for guidance and assistance. They came to her cottage in the forest, seeking her wisdom and her help in solving their problems. Alice, ever the enigma, always seemed to have the answers they sought. She would use ChatGPT to provide explanations, translations, and examples to help them with their homework, writing, and language learning. She would also use it to provide story prompts and ideas for creative writing, and to help them navigate the many dangers and obstacles of the enchanted forest. Despite her mysterious nature, people couldn't help but be drawn to her. They knew that she had a great destiny and that one day she would uncover the greatest secret of all. And so, they continued to seek her out, hoping to be a part of her journey and to uncover the truth behind the girl with the green eyes who could unlock the power of ChatGPT and change the fate of the kingdom forever. As for Alice, she continued to use ChatGPT to aid her in her quest for knowledge and adventure. She never revealed the full extent of her abilities or the secrets she had uncovered, but she always seemed to know the answers, and always seemed to be one step ahead of her adversaries. The End. Also published . here

Despite Her Mysterious Nature, People Couldn't Help but Be Drawn to Her

ChatGPT Writes a Story With Me

Hey there, Hackers! Apart from being incredibly talented, we know you’re also incredibly busy, so let’s get straight to the point. We wanted to let you know that we have two NEW writing contests going on with cash prizes. Both and are happening as we speak (or type), and you can participate today! The Future of Gaming Debugging Contests The Future of Gaming - Sponsored by Megafans This contest will run from April 1 to June 30. It’s broken down into 3 rounds, so every month will have a batch of winners. Here are some of the writing topics that are recommended: Play-to-earn Blockchain Games Metaverse NFTs Esports Gaming & Mobile Gaming Web2 & Web 3 Megafans This contest is sponsored by , and the monthly 1st and 2nd place winners will win an exclusive Megafans NFT. On top of that, each month will have a $5,300 prize pool! Megafans Read more about the contest here. For this , the first 2 tags in the story should be in exactly this order: # , # Contest future-of-gaming megafansesports The Debugging Writing Contest - Sponsored by Sentry Has there ever been a bug in your project or software that you defeated like an absolute BOSS? Well, we want to hear about it. Make money writing about your victory, and help the coders of the world know what to look out for going forward. To give you a helping hand, here are a couple of templates to help you with your story. __Prompt Sample 1: __ Published Questions List Start Prompt __Prompt Sample 2 __ Published Questions List Start Prompt This contest is sponsored by and will last from April 1 to September 31. Sentry It’s a long contest, and that’s great for you because each month will have a $1,000 pool prize! For , you must add the , , and tags. this Contest #debugging #getsentry #monitoring Rules There are a few rules, nothing too strict, but they must be followed: Must be 18+ to enter. Must create a HackerNoon account For the first 2 tags in the story should be in exactly this order: #future-of-gaming, #megafansesports The Future of Gaming Contest, For , you must add the #debugging, #getsentry, #monitoring tags The Debugging Contest If you’re curious, multiple submissions are allowed; so, feel free to submit more than one article. Now that we got all of the details and rules out of the way, feel free to get started writing. Good luck! Small disclaimer: While publishing isn’t automatically guaranteed, we have human editors willing to make suggestions on how to improve your work. Thank you for all that you do! With care, The Team HackerNoon Post written by Jose and edited by Ellen.

NEW Gaming and Debugging Contests Announced With Awesome Cash Prizes

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NOUVEAUX concours de jeu et de débogage annoncés avec des prix en argent impressionnants

शानदार नकद पुरस्कारों के साथ नई गेमिंग और डिबगिंग प्रतियोगिताओं की घोषणा

豪華な賞金付きの新しいゲームおよびデバッグ コンテストが発表されました

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