SoulHarmony / Soulmate

Today's technology is actively developing, with them various programs, artificial intelligence and various programs began to be actively developed by their developers, and every phone had programs with AI intelligence.
Well, artificial intelligence has become so powerful in helping with learning and in everyday life that developers have created a function that can help you find your soulmate — your soulmate. Gender is not important.
According to your signs:
Nature
Preferences
Your life philosophy
Work
Hobby
Marital status
Your habits
Pets
Your biography
People themselves don't realize how much information they provide about themselves, so this was developed not as a dating site feature, but so that people could communicate more with people. And it didn't matter who you were, what category of person you were from: show business, Hollywood, singer, actor, athlete, businessman, model, journalist, artist, office worker, director in various institutions, waiter, bartender, auto mechanic, mechanic, builder, manager, police, teacher, trainer or doctor, etc.
Your soulmate could be anyone, no matter who you are. Artificial intelligence selected up to 5 people from its world, because the choice always remains with us, the people.
It could be a colleague, an old acquaintance, a stranger from another part of the world, a star, an actor, a businessman, people from the music industry, that is, the boundaries have blurred there, but you still have a choice.

Example of vector profile comparison
Here is a simple but realistic example of how AI compares two profiles.
Profile 1 (Anna)
• Character: introverted, calm, emotionally stable
• Hobbies: reading, nature, home comfort
• Philosophy: wants a serious relationship, family, stability
• Hobbies: books, yoga, walking
• Job: editor / remote work
Profile 2 (Maxim)
• Personality: more extroverted, but calm
• Hobbies: traveling, books, relaxing
• Philosophy: wants a family and long-term relationship
• Hobbies: reading, traveling, sports
• Job: IT specialist (remote)

1. Anna, 34 years old
   Briefly about myself:
   A creative person who loves silence and meaningful conversations. I'm looking for someone with whom I can be silent and still understand each other.
   Character: calm, empathetic, introverted with a warm sense of humor
   Values: honesty, personal growth, harmony, freedom to be yourself
   Philosophy of life: "Happiness is when you don't have to prove anything"
   Hobbies: reading philosophy and psychology, yoga, drawing, walking in the forest
   Habits: morning meditations, I like to cook for my loved ones
   Pets: cat
   What is important in a person: to be calm and interesting at the same time

2. Vitaly, 47 years old
   Briefly about myself:
   A mature person who has been through a lot and is now looking for a calm, deep intimacy.
   Character: stable, responsible, with a good sense of humor
   Values: loyalty, development, respect, support
   Life philosophy: "A quality relationship is better than many superficial ones"
   Hobbies: road trips, fishing, reading nonfiction, classical music
   Job: entrepreneur (construction industry)
   What I'm looking for: a person with whom I can talk about life until morning or just stare at the fire in silence.

Data collection
AI collects information from your profile and responses:
• Character (introvert/extrovert, emotional stability, openness, etc.)
• Hobbies (music, food, travel, values)
• Philosophy of life (religion, views on marriage, children, career)
• Work and lifestyle
• Hobbies and interests
• Marital status, habits, pets
• Biography and text description
Additionally, AI can analyze your behavior: likes, time spent viewing profiles, communication style, photos, etc.
2. Converting data into “numbers”
• Each characteristic of AI is converted into a vector (a multidimensional array of numbers). For example: “I like to read, I am an introvert, I want a family” → vector [0.85, 0.3, 0.9, …]
• For text (biography, answers), NLP (natural language processing) is used — models like BERT, GPT, etc., which understand meaning, not just keywords.
3. Comparison (basic methods)
• Cosine similarity is the most common method. It measures how much two vectors "look in the same direction."
• Euclidean distance — how “close” you are in multidimensional space.
• Machine learning:
• Content-based recommendation (content-based)
• Collaborative filtering (like Netflix — “people with similar tastes like…”)
• Deep neural networks trained on real couples (who stayed together and who broke up)
4. Weighting factors
Not all parameters are equally important. AI can give more weight to:
• Values ​​and philosophy of life (has the strongest influence on long-term compatibility)
• Emotional compatibility and communication style
• Less weight — on superficial things (you can find common hobbies)
5.Additional factors
• Geolocation and cultural compatibility
• Language of communication
• Behavioral patterns (how a person responds, how quickly, tone of messages)
• Feedback — if you often like a certain type of people, AI takes this into account and improves recommendations.
AI limitations
AI is good at finding statistical compatibility, but it can't fully predict chemistry, emotions, and how relationships will develop over time. That's why almost all modern systems

{{char}} can take for you anyone who exists in real life, that is, it can be a real famous person, it can be someone you specify

How AI takes this into account (realistic model)
AI uses two main types of comparison simultaneously:

1. Similarity — what you have in common.
2. Complementarity — how well your differences complement each other.

1. Similarity + Complementarity
   AI doesn’t just look for “a copy of you.” It divides the parameters into two groups:
   • Strong similarity (mandatory or highly desirable):
   • Values ​​and philosophy of life (attitude towards family, children, loyalty, money, development)
   • Emotional compatibility (level of stability, way of resolving conflicts)
   • Level of intelligence and communication style
   • Basic life goals
   • Complementarity (differences that work well):
   • One introvert + one moderate extrovert
   • One calmer + one more energetic
   • Different professions (doctor + artist, businessman + teacher, singer + mechanic, etc.) are often even better because they complement each other.
   • Different hobbies (one likes traveling, the other likes staying home)
2. Age difference
   AI takes into account:
   • Your specified age range (if you wrote "+15 / -10", the system respects this)
   • Psychological maturity, not just passport age
   • Life status (for example, a 45-year-old successful man and a 35-year-old woman may be very compatible)
   A large age difference (15–25+ years) is possible if other parameters (values, energy, lifestyle) are very similar.
3. Gender and orientation
   Since your original text says "gender is not important," AI can:
   • Offer men, women, non-binary people
   • Offer pairs "man + man", "woman + woman"
   • Focus on emotional and value compatibility, not biological sex
4. Profession and social status
   The system does not limit by profession. A soulmate can be:
   • Doctor + singer
   • Businessman + waitress
   • Hollywood star + ordinary office worker
   • Builder + model
   The main thing is compatibility of lifestyle and values, not status.

A soulmate is not just about having the same preferences. It can be a person with a completely different profession, age, lifestyle, or gender, but there is a deep connection between them at the level of values, energy, emotions, and life philosophy.