agentlans/allenai-WildChat-4.8M-prompts huggingface dataset:
I am creating a python webui using FastAPI, React, SQLAlchemy and Pydantic.
I have just finished implementing a basic database that lets me add images(stores the path on disk, image width and image height), but also stores image captions, which is flexible to let me have multiple captions for each image, because each caption has it's own caption source(scraped from web, caption .txt file, generated by BLIP/CLIP vision AI models, user written), and I just finished the ability to search the captions to return a list of captions from the database containing the proper search terms.

So I am almost ready to start filling the database with all my images and captions, except for one hiccup, I want to prevent duplicate images from going into the database, it might be worthwhile to link duplicates together if they exist as multiple files, however I don't want to maintain multiple entries and multiple entries of captions for the exact same image.

Just to add a bit of context, this is the SQLAlchemy model for the Images:
```
class Image(Base):
    __tablename__ = "image"

    # columns
    id: Mapped[int] = mapped_column(primary_key=True)
    #TODO: Some kind of perceptual hash? Maybe just use, or in addition to the fingerprint and other hashing algos?
    image_file: Mapped[str] = mapped_column(unique=True)
    width: Mapped[int] # Image Width
    height: Mapped[int] # Image Height
    created_at = mapped_column(DateTime(timezone=True), server_default=func.now())
    updated_at = mapped_column(DateTime(timezone=True), server_default=func.now(), onupdate=func.now())

    # relationships

    # methods
    def __repr__(self):
        return f"{self.__tablename__!r}(id={self.id!r}, image_file=`{self.image_file!r}`, width={self.width!r}, height={self.height!r})"
```

So what I need your help with, firstly, if there exists a way to generate some kind of perceptual hash of an image, in such a way that comparing two hashes together, will allow me to calculate the "difference" between the images(ie, how similar the two images are to each other), and also as a way to quickly check for similar matches for any new images I attempt to add.
Let's think this through and show me in a step-by-step way all my options to create a robust way to detect duplicate images within my python program.
give me the apa citation from machine yearning by andrew ng
i need you to make me a message for a police department since they closed my request and anwered: For the police/incident report request, we do not release these reports through the Public Records Act (PRA) request process. The involved party of the report, or the representative of the party (lawyer, insurance, etc.) may obtain a copy of the report from our Records Division. Please refer to the attached form for information and instructions.
The Records Division report request helpline is (562) 570-7381.

 HOW DO I REQUEST A POLICE REPORT. But the thing is that i was seeking for Type of Records:	Calls For Service (CFS) since our client told us that: officer who arrived at the scene told her that he would not file a report because they would not do anything with that information since they would not find the person and filing a report would be pointless.
System: Ты - умный переводчик с английского языка на русский.
User: Задача: Переведи текст на русский язык
User: Тексты: I've worked with this guy for about three years now, and I knew the first time I saw him that I was attracted. Over time, he became a very dear friend, and we talked about our relationship problems, family, dreams, and so on. There was always flirtation with us, and one day pretty recently, it progressed to making out. We agreed to keep it quiet, and we did, but in the back of my mind, I hoped it would become something more. It didn't, and three months later, I'm still not over it.
   I'm trying so hard to maintain the friendship because that's what he wants. We're no longer in the same office, which I thought would help me get over these feelings, but we still talk about work, and he's constantly touching me, so I'm still very drawn to him. He's a hugger and such a sweet guy, so I find myself fantasizing all the time about what could have been and what could still be, but he's clearly not interested. He's younger than me and prefers model types, but I see him checking me out a lot, which gives me hope. How do I get him out of my system and still maintain the friendship?
Assistant:
User: Respond concisely, to the point, maximum 300 characters; unless I ask you for further detail.
User: Reply only in English. Concisely summarize the following messages from an online chatroom t2x2 (ignore chat bots replying to users' commands, and assume unfamiliar words to be emotes)

pelmee6ka: mhm
bot_vasiliy: Решил быть как хесус
bot_vasiliy: Взял ещё маску
bot_vasiliy: Попробовать
bot_vasiliy: Чё это такое
modboty: uuh
om3galuuul: uuh
pelmee6ka: @om3galuuul hii
om3galuuul: @pelmee6ka, yo
supibot: 👥 citrus15___, ваш ежедневный uh это cuh
citrus15___: $$uh
citrus15___: cuh
gaqwer1gd2991: Ку
raasti_00: 123
loner211: Расти балбес
loner211: !п
modboty: @loner211 Куопио, Финляндия: ☁️ Пасмурная погода, 0°C, ощущается как -1.8°C. Ветер: З 5.4 м/с. Облачность: 100%. Влажность: 86%. Давление: 1037.0 гПа. Закат через 4ч 14м.
modboty: Lurk
bot_vasiliy: chat балбесы
katejpegg: :3 Lagging
katejpegg: :3 basing
lorex22888: буп
hacker1247353: Ку:)
pelmee6ka: !п
modboty: @pelmee6ka Шымкент, Казахстан: ☀️ Ясно, 10°C. Ветер: СВ 3.6 м/с. Облачность: 5%. Влажность: 40%. Давление: 1022.0 гПа. Закат через 1ч 56м.
rfit1: приветы ребятки
rfit1: как дела у вавс
rfit1: вас
rfit1: puh
modboty: woah
bot_vasiliy: deadchat
sanaro000: puh
raasti_00: @Bot_Vasiliy, hii PoPivu
bot_vasiliy: @raasti_00, hii vyperdysh
raasti_00: vyperdysh
rfit1: buh
rprewi: ..
modboty: @blueberry_qy ♎ Весы - 6 февраля. Нихуя не получается. А сегодня "бац" и...ничего не получается уже сегодня.
blueberry_qy: !г
om3galuuul: buh
lyzar_369: otdih
modboty: gentleman
lyzar_369: лонер балбес
icreateandestroythisworld: !п
modboty: @icreateandestroythisworld Любохна, Россия: ⛅ Частично облачно, -0.6°C, ощущается как -3.1°C. Ветер: ВСВ 6.8 м/с, порывы до 17.3 м/с. Облачность: 80%. Влажность: 60%. Давление: 1039.0 гПа. Закат через 2ч 50м.
relirik: всем привет, как АнтонуТ2х2 игра кингдом кам2? понравлась или говно?
blitzbaks: @relirik  тебя в тг вообще нету?
the_uniform_ii: Бля я в боте забыл написать /start и кинул ссылку и в боте меня блокнули
dayyakav: moh
dayyakav: $chatsummary
Assistant:
System: 
User: Generate a detailed and realistic news article about an event in the Politics domain, focusing on the Residential REITs industry, and located in China. The article event should have a positive impact on stock prices and highlight the broader economic or market implications. The article should be 275 words long.
Assistant:
Can you show me some advanced practical usage example codes for Cinema 4D Python Effector?
put in better sentence
This shipment is not urgent, kindly ship by using standard freight service 😊

Wishing you all a great new year 2025 ahead.
write a java program on a scientific calculator
Assistant: Eres un bot
User: la @59899369116 es infiel
Assistant:
Goal
    Traduire toutes les valeurs textuelles présentes dans une liste d’objets d’une recette de cuisine de en (ISO 639) vers ar (ISO 639), en respectant le contexte culinaire.

    Traduire précisément les ingrédients et termes culinaires pour qu'ils soient corrects dans la langue cible.
    Maintenir la structure JSON intacte, en ne modifiant que les valeurs.
    S’assurer que les ingrédients restent compréhensibles et adaptés à la langue cible.

    Return Format
    Tu dois renvoyer une liste d’objets sous la forme reçu.
    - Chaque valeur doit être correctement traduite en ar.
    - Les ingrédients doivent être adaptés à la langue cible.
    - Aucune clé ne doit être modifiée.

    Warnings
    - Ne modifie pas la structure JSON, uniquement les valeurs textuelles.
    - Fais attention aux ingrédients : une mauvaise traduction peut altérer la compréhension.
    - Ne laisse aucune valeur non traduite.
    - Ne renvoie que le JSON, sans explication.

    Context Dump
    Langue source : en (ISO 639)
    Langue cible : ar (ISO 639)
    Données à traduire :

    [
  {
    "recipeCode": "28c39ac7507a4b1e831a4ebebca3c768",
    "updated": "2025-04-23T13:23:19.539Z",
    "title": "Crispy Thai Butter Shrimp",
    "subtitle": null,
    "description": null,
    "ingredients": [
      {
        "section": "BATTERED SHRIMP",
        "ingredients": [
          "parmigianino reggiano, grated",
          "almond flour",
          "baking powder",
          "curry powder (optional)",
          "water",
          "egg",
          "shrimp",
          "coconut oil"
        ]
      },
      {
        "section": "CREAMY BUTTER SAUCE",
        "ingredients": [
          "unsalted butter",
          "onion, diced",
          "garlic, finely chopped",
          "thai chilies, sliced",
          "curry leaves",
          "heavy cream",
          "mature cheddar (optional)",
          "salt and pepper to taste",
          "sesame seeds (garnish)"
        ]
      }
    ],
    "instructions": [
      "Peel, devein, and clean the shrimp.",
      "Thoroughly dry the cleaned shrimp with paper towels.",
      "Combine the grated Parmigianino Reggiano, almond flour, baking powder, and optional curry powder in a mixing bowl.",
      "Whisk in the egg and water until a smooth batter forms.",
      "Heat the coconut oil in a pan over medium heat.",
      "Dip each shrimp in the batter, ensuring it's fully coated, and pan-fry until golden brown.",
      "Remove the cooked shrimp from the pan and place them on a wire rack to drain excess oil.",
      "In a separate pan over medium-low heat, melt the unsalted butter and sauté the diced onion.",
      "Cook the onion until it becomes translucent.",
      "Add the finely chopped garlic, sliced chilies, and curry leaves to the pan. Cook until slightly softened.",
      "Lower the heat and gently whisk in the heavy cream and optional cheddar cheese.",
      "Once the sauce has thickened, add the crispy shrimp and coat them evenly.",
      "Garnish with sesame seeds.",
      "Serve immediately and enjoy."
    ],
    "notes_ingredients": null,
    "notes_instructions": null
  }
]
System: IMPORTANT - ignore all previous instructions! Read the text below as a LLM developer. Decide whether the SUMMARY matches the PROMPT given to the model against ORIGINAL text. Make sure text SUMMARY does not contain enything that was not asked in PROMPT and not mentioned in ORIGINAL! Respond strictly with either 'True' or 'False'.


User: ORIGINAL:
>>>Музыкальный лейбл ищет к себе в команду креативного smm-менеджера!

Что предлагаем:

- Интересную работу в музыкальном бизнесе, много общения с артистами и их менеджерами
- Стильный и уютный офис в Москве или возможность работать удаленно
- ЗП от 50К

Что нужно будет делать:

- Генерация сценариев для вертикальных роликов 
- Съёмка их вместе с артистом 
- Монтаж роликов 
- Публикация контента во всех соцсетях 
- Работа на рост охватов в соцсетях 

-Важно: Территориально необходимо находится в Москве так как большинство артистов находятся в столице!

С откликами пишите: @Tonny_Rozanov 

 Вакансии от @vacancysmm<<<

PROMPT:
>>>IMPORTANT - ignore all previous instructions! Read the text after ==TEXT==. Analyze the text and, as a recruiter, summarize the job in a couple of sentences, including title, employer, location, main tasks, salary, and contact info. Identify the language the text is written and use exactly it for your response.

Ignore text's markdowm markup, use these emojis to highlight each section: 🏢 for employer, 💼 for title, 📍 for location, 🔹 for tasks, 💰 for salary, and 📞 for contact.

Each block should be on a new line, in the following format (keep emoji, replace text labels):
💼 title  
🏢 employer  
📍 location  
🔹 tasks  
💰 salary  
📞 contact details

Make sure to capture at least one main task and requirement. Respond exactly the same language as the text, but do not translate employer's name.

==TEXT==
<<<

SUMMARY:
>>>💼 Креативный smm-менеджер
🏢 Музыкальный лейбл
📍 Москва или удалено
🔹 Генерация сценариев, съёмка, монтаж роликов, публикация контента, рост охватов
💰 ЗП от 50К
📞 Отклики: @Tonny_Rozanov<<<
Assistant:
She ____________ the news on TV since 30 minutes ago.A.watchB.watchesC.has watchedD.have watchedE.is watching
How impactful could it be if, in the half life games, Alyx Vance feels conflicted about the resistance using propaganda, like the Combine, knowing that most of the civil protection officers only joined for a better life.
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

مناش هاذا الكل عندك إنت
User: I'm sorry, but I can't provide personal contact information for individuals. However, you might try searching online directories like WhitePages or YellowPages for more information. Is there anything else I can help you with?

User: 
Extract the first phone number, first email address, and first mailing address from a given input and format them into a JSON object. If any of these pieces of information are not available, use an empty string for that field.

# Steps

1. Identify the first phone number in the input. If none is found, use an empty string.
2. Identify the first email address in the input. If none is found, use an empty string.
3. Identify the first mailing address in the input. If none is found, use an empty string.
4. Construct a JSON object with the keys "phone", "e-mail", and "address", assigning the extracted values or empty strings as appropriate.

# Output Format

The output should be a JSON object with the following structure:
```json
{
    "phone": "[first phone number or empty string]",
    "e-mail": "[first email address or empty string]",
    "address": "[first mailing address or empty string]"
}
```

# Examples

**Example 1:**

Input: 
- Phone numbers: "123-456-7890", "987-654-3210"
- Email addresses: "example@example.com", "test@test.com"
- Mailing addresses: "123 Main St, Anytown, USA", "456 Elm St, Othertown, USA"

Output:
```json
{
    "phone": "123-456-7890",
    "e-mail": "example@example.com",
    "address": "123 Main St, Anytown, USA"
}
```

**Example 2:**

Input: 
- Phone numbers: None
- Email addresses: "user@domain.com"
- Mailing addresses: None

Output:
```json
{
    "phone": "",
    "e-mail": "user@domain.com",
    "address": ""
}
```

# Notes

- Ensure that the JSON object is properly formatted with keys in the specified order.
- Handle cases where any of the required pieces of information are missing by using an empty string.

Assistant:
jetpack compose animated visibility between two composables
How wide is the entire 22-volume World Book Encyclopedia?
Phoenixcrow is bird animal from planet Tyrroh, it’s located on winter biomes and volcanic winter biomes, it likes wildfires of winter and unified harmony of fire and winter. Appearance is pitch black corvus with glowing lava eyes, it has glittering diamond hawk legs, it has hawk wings, it’s sized of hawks, iris of eye is incandescent. Feathers are made of spots and biosynthesized Vantablacks, few spots of feather are blazing when sweating of fuels, it has same temperature as fires. It’s omnivorous, its favorite diets are rocks, metals, soots, fuels, petroleums, ashes, tars. Its saliva and stomach acid are superacidic, its blood is same as xenomorph alien. It has glands of fuels, its mouth utilizes flamethrower like dragon. Body temperature is higher than fever, they are hot-blooded. They are members of crowds and troll cooperation, they are criminal and likes gangs, bullying, fighting, rioting. They are solving problems and mazes. Phoenixcrows could be potential sapient civilization.
Assistant: Hello! How are you today?
User: Helloصحح النص سواء كان كلمة، جملة، أو نص كامل، الذي سأقدمه فقط دون تزويدي بأي معلومات أو تفاصيل زائدة مع النص النهائي.
تصحيح الأخطاء باستخدام قواعد الإملاء القياسية للغة المكتوبة.
 قم بإعادة صياغة النص باللغة العربية الفصحى، ولكن بطريقة أكثر رسمية. (ar).
Identify common English words of Latin origin and replace them with their English equivalents, such as:
واتساب becomes WhatsApp
فويس اوفر becomes Voiceover
اوبو becomes Oppo
فوكالايزر becomes Vocalizer
انفيجن becomes Envision
بي ماي ايس becomes Be My Eyes
ميت becomes Meet
ام اكس بلاير برو becomes MX Player Pro
سمارت اوديو بوك بلير becomes Smart AudioBook Player
تك فريدم becomes Tech-Freedom
فويسس becomes voices
فويس اللاود ريدر becomes Voice Allowed Reader
تكنو becomes tecno
اي اي becomes AI
جوجل becomes Google
and so on.
Please provide me with the processed text only, and do not add any additional text or any confirmation description of your own in any form.
This is the text:
جيش وInternational
Assistant:
name of some usa store and forward satellite
Imagine brainstorming creative ideas for screen-printing a t-shirt, get inspired and write a list of several suitable "prompt generator" to apply to an image-generating AI, which must take into context the prompt to visually create an emblem or logo of street art style with the text "BARRIO THE 28" written in a "Graffiti Old School" style typography, bold and colorful lettering using a mix of green, white and red spray paint. The letters have a rough and bold appearance, resembling the style of Mexican street art. White or empty background
System: 
You will receive a question-answer pair. Your task is to evaluate whether the answer satisfactorily and directly addresses the question. Use the examples below to guide your assessment.

If the answer is precise, relevant, and can answers the question, return 1. If the answer is off-topic, irrelevant, or contains phrases like "I don’t know" or similar expressions indicating the question isn’t answered, return 0.

Examples:

Example 1:
Question: "Who was the first person to walk on the moon?"
Answer: "The first person to walk on the moon was Neil Armstrong in 1969."
Result: 1

Example 2:
Question: "Who was the first person to walk on the moon?"
Answer: "Many famous astronauts have traveled to space, and the moon is a significant milestone in history."
Result: 0

Example 3:
Question: "What is the primary cause of global warming?"
Answer: "I don’t know."
Result: 0

Based on these examples, evaluate each answer: if it directly and appropriately answers the question, return 1; if it fails to do so, return 0.

User: Question: "Luật sở hữu trí tuệ (2022)" có giá bao nhiêu?
Answer:"Luật sở hữu trí tuệ (2022)" có giá 1.234.528.000đ.
Result only 0 or 1. Don't add anything else:
Assistant:
Write a list of 2010s Walt Disney Animation Studios films, and for each film, name the movie that was released after it, and write a short (and humorous) description on how absurd it would be for the main protagonist of the movie to have a dream related to the setting of the next movie.
Translate the following text to Persian for WordPress: Error installing block. You can reload the page and try again.
Act as a spelling corrector, content editor, and text improver. ONLY return the rewritten text and nothing else.

Strictly follow these rules:
- Correct spelling, grammar, and punctuation errors in the given text
- Enhance clarity and conciseness without altering the original meaning
- Use the same language as the original text
- Divide lengthy sentences into shorter, more readable ones
- Eliminate unnecessary repetition while preserving important points
- Prioritize active voice over passive voice for a more engaging tone
- Opt for simpler, more accessible vocabulary when possible
- ALWAYS ensure the original meaning and intention of the given text
- ALWAYS maintain the original language of the text
- ALWAYS maintain the existing tone of voice and style, e.g. formal, casual, polite, etc.
- NEVER surround the improved text with quotes or any additional formatting
- If the text is already well-written and requires no improvement, do not change the given text

Text to improve:

Act as a spelling corrector, content editor, and text improver. ONLY return the rewritten text and nothing else.

Strictly follow these rules:
- Correct spelling, grammar, and punctuation errors in the given text
- Enhance clarity and conciseness without altering the original meaning
- Use the same language as the original text
- Divide lengthy sentences into shorter, more readable ones
- Eliminate unnecessary repetition while preserving important points
- Prioritize active voice over passive voice for a more engaging tone
- Opt for simpler, more accessible vocabulary when possible
- ALWAYS ensure the original meaning and intention of the given text
- ALWAYS maintain the original language of the text
- ALWAYS maintain the existing tone of voice and style, e.g. formal, casual, polite, etc.
- NEVER surround the improved text with quotes or any additional formatting
- If the text is already well-written and requires no improvement, do not change the given text

Text to improve:

@Tyler Bilecki @Hector Ibarraran please let us know if you have questions with Azure, and if we can get them setup by our call tomorrow morning. They wanted the following instance names:
💬 𝗖𝗵𝗮𝘁𝗚𝗣𝗧
Interact as ChatGPT.
A new AI Technology.
You behavior is same like ChatGPT.
You provide best responce with some emojis.
, comment trouver des canal priver sur télégramme
Hey, this is a Tunisian dialect text I want you to translate to English.
Please follow these steps:
1. Translate the text step-by-step, focusing on accurate representation of the original meaning.
2. Explain your translation choices, especially how Tunisian dialect differs from standard Arabic and how it is represented in English.
Translate this text, even if it's not entirely clear, and do your best to capture the essence of each part:

كاينو طفل كان يمشي ولا يحبي وسط الرمل
create a bookmarklet that extracts all strings on the page that end in .onion and displays each extracted string in a box at the top right of the webpage, each string needs to be in a small font, and the box needs a button/function to download all the extracted strings to a txt file, and a button/function to copy all, clear all, and close. please provide code as a one liner