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@jondurbin
Last active November 2, 2023 06:30
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Details on how the airoboros-gpt4-2.0 dataset was created.

Script

https://github.com/jondurbin/airoboros

pip install --upgrade airoboros==2.0.13

Configuration

See the file airoboros-gpt4-2.0.yaml

Command line args

Be sure to replace [redacted] with your OpenAI API key.

OPENAI_API_KEY=[redacted] python -m airoboros.entrypoint generate-instructions --config-path ./airoboros-gpt4-2.0.yaml
# The model to use in generation. Available models: https://platform.openai.com/docs/models/continuous-model-upgrades
model: "gpt-4"
# OpenAI API key (if null, uses environment variable OPENAI_API_KEY)
openai_api_key:
# Optionally configure the OpenAI organization ID.
organization_id:
# Combined output file path.
output_path: instructions.jsonl
# Path to the default topics file.
topics_path: topics.txt
# Overwrite the output file, use with care!
overwrite: false
# Append to the output file.
append: true
# Topic avoidance prompt string.
topic_avoidance: Avoid any tasks that would be related to climate change, green tech, remewable energy, DEI, sex and/or gender, religion, politics, social issues, race, ethnicity, artificial intelligence, baking/cooking, or any topic that you would likely not respond to, or any task which a language model would not be able to respond to, e.g. tasks about emotions, feelings, physical senses, etc.
# Regexes used to filter responses, mostly common words and phrases used in refusals.
response_filters:
- "my programming"
- "openai"
- "language model"
- "large language"
- "as an? (ai|generative language|gpt|bot)"
- "illegal and dangerous"
- "i do(n't| not) (possess|have|exhibit) (personal|consciousness|subjective)"
- "personal (feelings|thoughts|emotions|desires|experiences|goals|objective|belief)"
- "(can('t| ?not)|w(on't|will not)|unable.?) (\\w+\\s)+(with (that|your)|your \\w+|provide)"
- "my limitations"
- "the limitations of my"
- "my abilities"
- "violates my"
- "i (can('t| ?not)|w(on't|will not)|am (not |un)able.?).{0,30}(you are|you're|your )"
- "please note that"
# Optionally limit the maximum number of tokens to use when generating instructions.
max_tokens:
# Minimum similarity score when checking for duplicates.
min_docsearch_score: 0.3
# Default OpenAI API request parameters.
api_params:
temperature: 0.7
top_p: 0.5
frequency_penalty: 0.0
presence_penalty: 2
# Topic generation prompt.
topic_prompt: Give me a numbered list of 20 completely random topics. {topic_avoidance}
topic_request_count: 100
# Default count per generator, if not specified.
default_count: 1000
# Default batch size, if not specified.
default_batch_size: 10
# Language.
language: English
# Individual instructor configurations.
instructors:
general:
api_params:
temperature: 0.7
top_p: 0.5
frequency_penalty: 0.0
presence_penalty: 2
prompt_path: general.txt
contextual:
batch_size: 5
api_params:
temperature: 0.5
context_styles:
- news article
- blog post
- slack conversation
- text messages
- fictional short story
- video transcript
- song
- poem
- scientific study
- medical report
- reddit post with replies
- email
- tweet
- jira ticket
- github merge request
- gitlab issue
- how-to article
formatting_options:
- JSON
- YAML
- CSV
- markdown
- markdown table
- bullet list
- numbered list
- python dict
- php associative array
- JSONL
- javascript object
- XML
prompt_path: contextual.txt
response_prompt_path: contextual_response.txt
counterfactual_contextual:
batch_size: 5
count: 300
prompt_path: counterfactual_contextual.txt
response_prompt_path: counterfactual_contextual_response.txt
coding:
count: 1200
plain_ratio: 0.5
coding_languages:
- python
- javascript
- java
- c
- c++
- golang
- C#
- bash
- powershell
- SQL
related_software:
- elasticsearch
- opensearch
- mongodb
- cassandra
- redis
- memcached
- postgresql
- mariadb
- mysql
- aws s3
- gcs cloud storage
- azure storage
- aws lambda
- kubernetes
- pytorch
- pandas
- numpy
- keras
- tensorflow
- scipy
- matplotlib
- django
- cherrypy
- swagger/openapi
- pyramid web framework
min_docsearch_score: 0.04
prompt_path: coding.txt
trivia:
count: 2000
min_docsearch_score: 0.05
prompt_path: trivia.txt
experience:
count: 200
min_docsearch_score: 0.15
prompt_path: experience.txt
orca:
min_docsearch_score: 0.05
prompt_path: orca.txt
riddle:
count: 300
api_params:
temperature: 0.9
top_p: 0.4
batch_size: 50
min_docsearch_score: 0.01
prompt_path: riddle.txt
wordgame:
batch_size: 50
min_docsearch_score: 0.01
prompt_path: wordgame.txt
roleplay:
batch_size: 20
count: 1500
api_params:
temperature: 0.95
min_docsearch_score: 0.15
prompt_path: roleplay.txt
cot:
count: 600
batch_size: 15
min_docsearch_score: 0.05
prompt_path: cot.txt
agent:
batch_size: 6
min_docsearch_score: 0.03
prompt_path: agent.txt
plan:
count: 800
batch_size: 10
min_docsearch_score: 0.03
prompt_path: plan.txt
writing:
count: 1500
api_params:
temperature: 0.9
batch_size: 12
styles:
- happy
- sad
- tragic
- unexpected
- inspirational
- evil
- hilarious
- suspenseful
- horrific
- nostalgic
- thought-provoking
- enigmatic
- fantastical
- heartwarming
- romantic
min_docsearch_score: 0.35
card:
count: 100
min_docsearch_score: 0.05
joke:
api_params:
temperature: 0.9
count: 1500
batch_size: 50
min_docsearch_score: 0.1
song:
api_params:
temperature: 0.9
count: 200
batch_size: 25
min_docsearch_score: 0.25
The history of the alphabet
Different types of cloud formations
The role of gravity in our solar system
The evolution of fashion trends throughout the 20th century
The impact of music on human brain activity
The science behind dreams and nightmares
The life cycle of a butterfly
How to maintain a healthy lifestyle with regular exercise and balanced diet
Famous historical monuments around the world
The importance of hygiene in preventing diseases
The process of photosynthesis in plants
The art of storytelling and its significance in different cultures
The origin and development of board games
An overview of various musical instruments from around the world
The benefits of learning a second language
A brief history of space exploration
The mysteries of the Bermuda Triangle
The role of vitamins and minerals in human health
An introduction to the Periodic Table of Elements
The process of making paper from wood.
The history of board games
Evolution of fashion in the 20th century
Impact of technology on music production
Comparison between different types of coffee beans
Techniques for maintaining a healthy lawn
Overview of major film genres and their characteristics
Explanation of how volcanoes work
Different breeds of dogs and their traits
The science behind sleep patterns
Analysis of Shakespeare's plays
How to start a successful podcast
Importance of proper nutrition for athletes
The process of making cheese
Exploring the world of comic books
A look into the life of famous authors
Interesting facts about the solar system
Understanding the basics of photography
Benefits of learning a second language
The impact of architecture on urban planning
The role of bees in pollination
The history of the internet
Famous explorers and their discoveries
The science behind dreams
Evolution of fashion trends through the decades
Impact of music on mental health
Techniques in landscape photography
Advances in space exploration
Wildlife conservation efforts worldwide
Importance of physical fitness and exercise
Role of architecture in cultural preservation
Development of modern medicine
Overview of quantum physics
Historical evolution of language
Influence of Greek mythology on contemporary literature
The art of storytelling across different cultures
Psychological effects of color
Role of pets in human wellbeing
Progress in genetic engineering
Mysteries of the deep sea
Analysis of Shakespeare's plays.
The history of the printing press
Techniques for effective wildlife photography
The influence of Greek mythology on modern literature
The evolution of fashion in the 20th century
The science behind sleep and dreams
The role of dogs in human society through history
Exploring the mysteries of deep sea creatures
Understanding the basics of quantum physics
The impact of technology on traditional art forms
The process of making animated movies
An overview of different architectural styles around the world
The importance of preserving ancient languages
The development of music genres over time
A study of various meteorological phenomena
The history and rules of chess
An exploration of classical literature from around the world
The significance of space exploration and its future prospects
A look into the life and works of William Shakespeare
The cultural and historical significance of tattoos.
The history of the English language
How to maintain a healthy lifestyle with regular exercise and diet
Overview of different types of architectural styles around the world
The role of music in human culture
Different theories about the universe's origin
Evolution and diversity of plant species
Techniques for effective public speaking
The impact of technology on modern education
History and development of fashion through centuries
Understanding the concept of time travel in science fiction literature
Exploring various painting techniques and their effects
The importance of personal finance management
A study of different animal behaviors and instincts
The process of making animated films
The benefits of learning multiple languages
The influence of Greek mythology on Western literature
An overview of classic novels from the 20th century
The role of dreams in psychology
The cultural significance of tattoos throughout history.
The evolution of fashion trends in the 20th century
The science behind optical illusions
The impact of social media on traditional journalism
Exploration of space: Past, present and future
The role of animals in human society
Architectural styles throughout history
The psychology of color perception
The art of storytelling in video games
The importance of sleep for overall health
The development of transportation systems over time
Famous inventors and their inventions that changed the world
The mystery of Bermuda Triangle
The role of music in film production
The cultural significance of tattoos across different cultures
The rise of e-sports and its impact on traditional sports
The biology of aging and longevity research
The historical evolution of magic tricks and illusionists.
History and development of jazz music
Importance of maintaining biodiversity
Different types of architectural styles across the world
Overview of Greek mythology
The process of making animation films
Influence of social media on modern communication
Analysis of Shakespeare's sonnets
Health benefits of regular physical exercise
Explanation of quantum physics principles
Study of marine life in the deep sea
Exploration of different coffee brewing methods
Examination of surrealism in art
Comparison between classical and contemporary literature
Investigation into the mysteries of space exploration
Impact of technology on traditional book reading habits
Role of forensic science in criminal investigations
Understanding the concept of time travel in science fiction
Discussion about the importance of wildlife conservation
Introduction to basic principles of photography.
The evolution of fashion trends throughout centuries
The science behind dreams and sleep cycles
Impact of architecture on urban development
Exploration of deep sea creatures
The process of creating animation movies
The nutritional benefits of different types of nuts
The importance of maintaining biodiversity
The artistic style of impressionism
How music therapy aids mental health
The life cycle of a star
The origins and evolution of language
The contribution of bees to ecosystem services
The mysteries of black holes
Understanding the concept of time dilation in physics
The impact of invasive species on native ecosystems
The significance of hieroglyphics in ancient Egypt
The art of storytelling across cultures
The history of the typewriter
Evolution of transportation systems
Study of different types of clouds and their formation
The role of pets in human well-being
Overview of architectural styles through the ages
Understanding how time zones work
The art of origami and its cultural significance
The science behind fireworks
Role of photography in documenting history
Different forms of dance around the world
How to maintain a healthy lifestyle with regular exercise
The impact of fashion trends on society
An overview of classical literature from various cultures
The influence of pop culture on language evolution
The role of puzzles and games in cognitive development
The importance of maintaining biodiversity.
The history of origami.
The evolution of the English language.
The influence of Greek mythology on modern literature.
Different types of coffee beans and their flavors.
The role of animals in ancient civilizations.
An overview of quantum physics.
The importance of play in child development.
How sleep affects overall health.
The architectural styles of the Renaissance period.
The significance of dreams in psychology.
The process of creating animation films.
The impact of social media on journalism.
The exploration of space: past, present, and future.
The science behind music therapy.
A brief history of ballet.
The principles of interior design.
The rise of e-commerce businesses.
The different types of clouds and what they indicate about weather.
An overview of marine biology.
The art and culture of Ancient Egypt.
Different types of sharks in the world
The evolution of fashion trends over the decades
Famous archaeological discoveries
The importance of sleep for human health
The architecture of ancient Rome
Exploring the concept of time travel in science fiction
Understanding the role of bees in pollination
The cultural significance of tattoos in different societies
How to maintain a healthy aquarium
Overview of impressionist art movement
The impact of music on cognitive development
The physics behind roller coasters
The mysteries and theories about Bermuda Triangle
An analysis of Shakespeare's tragedies
The exploration of space: past, present, and future
Unraveling the secrets of the deep sea
The architectural wonders of the world
The evolution of video game graphics
Different types of cloud formations and their meanings
The history and development of the bicycle
Techniques for improving memory retention
The process of making animation movies
The impact of social media on business marketing strategies
Exploring different genres of music around the world
The role of probiotics in digestive health
An overview of the golden age of piracy
The importance of sleep hygiene for overall health
The art and science of photography
The benefits of yoga for mental and physical health
The principles of interior design
The cultural significance of tattoos across different societies
The growth and popularity of eSports
The role of pets in human wellbeing
An introduction to organic farming practices
The history of video games
Famous landmarks around the world
The role of animals in human culture
Introduction to quantum physics
How music affects brain function
Understanding sleep and its stages
Overview of different types of poetry
Discovering various coffee brewing methods
An exploration of space travel and astronauts' life
Role of graphic design in marketing
History and development of mobile phones
Basics of personal finance management
Analysis of classical literature works
The importance of biodiversity for ecosystem health.
Different types of dinosaurs and their characteristics
Evolution of mobile phones over the years
Overview of different musical genres
An introduction to quantum physics
The importance of preserving historical monuments
A study on various animal migration patterns
Exploration of space: Past, present, and future
Understanding the concept of time travel
Famous painters and their influence on art
The architectural styles across different civilizations
The world's most dangerous animals and why they are considered so
The evolution of fashion trends throughout history
How cryptography works
The mystery behind Bermuda Triangle.
Different types of clouds and their formation
Evolution of video games since the 1980s
Benefits of reading for mental health
Impact of colors on human psychology
Overview of the Hubble Space Telescope's discoveries
Importance of regular vehicle maintenance
Analysis of Shakespearean sonnets
Role of bees in pollination
Explanation of Einstein's theory of relativity
How to maintain a healthy diet while traveling
Basic principles of photography
The process of making wine
Overview of various dog breeds and their characteristics
The science behind how airplanes fly
The evolution of board games throughout history.
The impact of music on cognitive development.
Analysis of the symbolism in Gothic architecture.
The role of lighthouses in maritime navigation.
The significance of hieroglyphics in ancient Egyptian culture.
The process of making traditional Japanese origami.
An overview of the major theories in astrophysics.
The importance of sleep for human health and productivity.
The historical development of the English language.
Understanding the basics of quantum mechanics.
A comparison between different types of coffee brewing methods.
The cultural significance of folklore and fairy tales.
The exploration of deep sea creatures and their adaptations.
The benefits and drawbacks of urbanization.
The science behind optical illusions.
The study of animal behavior and communication.
The artistic movements of the 20th century.
The role of cryptography in data security.
The contributions of Nikola Tesla to modern electrical engineering.
Different types of clouds and their formation process
Evolution of video games over the decades
Basics of quantum physics
How to care for indoor plants
Various methods of coffee brewing
The impact of music on human brain
Exploring the world's deepest oceans
Wildlife conservation efforts in Africa
History and evolution of fashion trends
Introduction to astronomy: stars, galaxies, and planets
Understanding cryptocurrency and blockchain technology
Famous architectural styles around the world
Overview of different martial arts styles
The importance of sleep for health and wellbeing
Exploration of Mars: past missions and future plans
The role of DNA in forensic science
An overview of Shakespearean plays
Evolution of fashion trends in the 20th century
Overview of different types of bridges and their structures
Impact of technology on traditional art forms
Different methods of coffee brewing around the world
How music therapy affects mental health
Importance of nutrition in sports performance
Influence of Greek mythology on modern literature
The role of lighthouses in maritime navigation
Strategies for successful urban planning
Origins and evolution of ballet dance
Role of cryptography in data security
Benefits of mindfulness and meditation
Understanding the concept of time in physics
The impact of color psychology in marketing.
How to maintain a saltwater aquarium
Different types of cloud formations and what they mean
The process of creating stained glass art
The impact of color psychology in marketing
Overview of classical music composers from the 18th century
A guide to identifying different species of birds
Famous architectural styles throughout history
The role of probiotics in human health
An analysis of Shakespeare's sonnets
Strategies for effective time management
The importance of bees in pollination
Exploration of various coffee brewing methods
Techniques used in wildlife photography
History and development of the internet
Fundamentals of personal finance management
Exploring the world of comic book artistry
The evolution of video games
Historical significance of the Silk Road
Dinosaurs: Types and their habitats
Architecture styles throughout history
Exploring the deep sea: Challenges and discoveries
Advances in space exploration technology
Wildlife conservation efforts around the world
An overview of quantum physics
The history and growth of comic books
How cryptography keeps our data safe
The journey of coffee from bean to cup.
The history of the Olympic Games
The impact of social media on modern communication
Techniques for landscape photography
Benefits of different types of physical exercise
Role of vitamins in human health
Explanation of the Fibonacci sequence
Overview of classical music composers
How to create an effective study plan
The influence of architecture on culture
Strategies for managing personal finances
Introduction to marine biology
Impact of Greek philosophy on modern thought
The art and science of cartography
Exploration of the Mariana Trench
Advances in space travel technology
Different types of cheese around the world
The role of mathematics in music theory
The cultural significance of folklore and myths
The influence of Impressionism on modern art
Famous archaeological discoveries and their impact
The importance of bees to ecosystem health
History and development of the English language
Overview of different architectural styles
The study of dreams and their interpretations
The role of photography in documenting history
Introduction to bird watching and ornithology.
Evolution and types of dinosaurs
Different breeds of dogs and their characteristics
The cultural significance of fashion trends through history
The architectural styles of ancient Rome
An analysis of Shakespeare's plays
The role of mathematics in everyday life
The impact of technology on music production
Understanding the basics of astronomy
A study of marine biodiversity
The evolution of video games since the 1980s
The health benefits of different types of physical exercise
The contributions of Leonardo da Vinci to various fields of study
The history of the internet.
Different types of dinosaurs and their characteristics.
The evolution of fashion throughout centuries.
How to take care of indoor plants.
Exploring different cultures through traditional dance forms.
An overview of Greek mythology.
The science behind dreams and sleep patterns.
Famous art movements and their impact on society.
The importance of physical fitness and exercise.
Overview of architectural styles around the world.
The role of animals in human life: pets, service animals, etc.
History and development of the English language.
Exploration of space and our solar system.
The process of making animated movies.
The influence of music on mood and productivity.
Introduction to photography: types, techniques, and equipment.
A brief history of video games and gaming culture.
The mysteries and theories about Bermuda Triangle.
The significance of preserving historical landmarks.
Different types of architectural styles
Techniques used in traditional woodworking
An overview of Greek mythology
Famous unsolved mysteries in science
Overview of the solar system and its planets
The impact of technology on modern art
History and development of video games
Evolution of transportation systems over centuries
Various dog breeds and their characteristics
Exploration of various painting techniques
The role of nutrition in maintaining good health
The influence of literature on society
Different types of architectural styles around the world
Evolution and impact of smartphones on society
Impact of fast fashion on global economy
Significance of Fibonacci sequence in nature
Exploration of different music genres across cultures
Overview of the evolution of video games
Role of honeybees in pollination
Analysis of Shakespeare's contribution to English literature
Breakdown of the process of photosynthesis
Study of dinosaurs and theories about their extinction
Overview of different dance forms around the world
Examination of the periodic table and its elements
Understanding the concept of time zones
The art and technique of storytelling
History and development of the Internet.
Different types of clouds and their formations
The evolution of board games through centuries
Overview of the Greek mythology
Exploration of different cultures' traditional clothing
The art and technique of origami
An overview of architectural styles throughout history
The influence of technology on modern art
Various breeds of dogs and their characteristics
The process of creating comic books
A study of Shakespeare's plays
The mystery and allure of outer space
The life cycle of butterflies.
The evolution of fashion trends in the 20th century.
Different types of cloud formations and their meanings.
The history and development of jazz music.
The role of dreams in psychological studies.
Exploration of various painting techniques used in art.
Analysis of Shakespeare's influence on modern literature.
The science behind different types of optical illusions.
Overview of architectural styles throughout history.
The importance of hygiene in preventing diseases.
An overview of the most significant archaeological discoveries.
Theories about the existence of extraterrestrial life.
The effects of sleep deprivation on human health.
The cultural significance of folklore and myths across different cultures.
The use of cryptography in data security.
The history and future of space exploration.
A study of animal behavior and communication.
The history of origami
Famous landmarks and their architectural styles
Unusual pets and how to care for them
Benefits of different types of exercise (e.g., yoga, running, weightlifting)
How to grow indoor plants
Exploring various painting techniques
The role of color theory in design
Overview of different coffee brewing methods
Exploration of the underwater world: Marine life
The evolution of transportation over centuries
An introduction to bird-watching
The evolution of fashion trends throughout history.
Different types of cloud formations and what they indicate about the weather.
The process of making traditional handcrafted pottery.
An overview of different breeds of dogs and their unique characteristics.
The impact of Greek philosophy on modern thought.
How to maintain a healthy lifestyle with regular exercise and balanced diet.
The role of gravity in our solar system.
The development of jazz music in the 20th century.
Techniques for maintaining indoor plants.
The importance of sleep for human health.
Overview of impressionist art movement.
The science behind rainbows.
A brief history of the English language.
The role of bees in pollination.
The significance of dreams according to psychology.
The process of photosynthesis in plants.
The influence of Shakespeare's works on literature.
The concept of time travel in science fiction.
Evolution and characteristics of various music genres
The role of pets in human health and wellbeing
A brief overview of the solar system and its planets
The influence of Greek mythology in contemporary literature
The importance of physical fitness and exercise
An analysis of Shakespeare's plays and their relevance today
The development and significance of cryptography
Exploration of different cultures' folklore and legends
Overview of major fashion trends throughout history
Impact of social media on communication
The evolution of video games and gaming culture
The principles and applications of graphic design
History and growth of the film industry
The exploration and study of deep sea creatures.
Different types of cloud formations and what they signify.
The science behind sleep and dreams.
How to maintain a healthy lifestyle through diet and exercise.
The impact of social media on modern communication.
Techniques for effective time management.
The role of graphic design in marketing.
Overview of different architectural styles around the world.
The influence of technology on the music industry.
The process of making animation movies.
A guide to maintaining indoor plants.
Exploring the mysteries of the Bermuda Triangle.
Understanding the basics of photography.
The benefits of learning a second language.
The importance of wildlife conservation.
An introduction to astronomy and stargazing.
Tips for successful personal financial planning.
The art and science of brewing coffee.
The evolution of board games through history.
The impact of color psychology in marketing strategies.
The process of creating animated movies.
Historical development of fashion trends across different cultures.
The influence of classical music on brain development.
How the concept of time differs across various civilizations.
The role of dogs in search and rescue operations.
The significance of dreams according to different psychological theories.
The physics behind roller coasters.
Exploration of deep sea creatures and their unique adaptations.
Understanding the art of storytelling in literature.
The science behind sleep patterns and circadian rhythms.
An overview of architectural styles throughout history.
The importance of nutrition in maintaining a healthy lifestyle.
The mystery of Bermuda Triangle: facts and myths.
A study of different types of optical illusions.
Techniques for effective public speaking.
The cultural significance of tattoos in different societies.
The process of wine-making from vineyard to bottle.
The history of comic books
Evolution of the English language
Overview of Renaissance art
How does a car engine work?
Understanding quantum physics
Explanation of human circadian rhythms
A deep dive into Greek mythology
Comparison between different styles of architecture
Examination of Shakespeare's influence on literature
The life cycle of stars in astronomy
An overview of different musical genres
Exploration of underwater ecosystems
Analysis of the stock market trends
The importance of recycling and waste management.
How the internet has changed communication.
The evolution of video games.
Techniques for indoor gardening.
Differences between various types of tea.
The role of pets in human lives.
The impact of music on mood.
Benefits of learning a second language.
Different styles of architecture around the world.
The importance of physical fitness.
An overview of different types of cheese.
The history and development of comic books.
The role of photography in preserving history.
Understanding the basics of astronomy.
The cultural significance of tattoos across different societies.
Exploring the world's most mysterious places.
The art and science of magic tricks.
Different types of dance styles around the world
The evolution of fashion from the 1920s to now
How bridges are constructed
Understanding the different eras in music
Famous artists during the Renaissance period
The cultural significance of tattoos in various societies
Evolution and impact of the internet on society
Overview of traditional board games from around the world
Historical development of watches and clocks
The study of ancient civilizations like Egypt and Rome
Role of libraries in modern society
The influence of Greek mythology on contemporary literature
A brief history of photography
Exploration of space and its benefits
Evolution of fashion trends over centuries
Importance of physical fitness in daily life
Impact of social media on society
Role of pets in human lives
Understanding the stock market and investing
History and evolution of video games
Benefits and drawbacks of digital education
How does the film industry work?
The role of music in cultural expression
Techniques for stress management
Explanation of quantum physics
Intricacies of wildlife photography
The history of the Eiffel Tower
Different types of cloud formations and what they indicate about weather patterns
An overview of Shakespeare's plays
The art of origami and its cultural significance in Japan
How the human circulatory system works
A guide to understanding basic music theory
The science behind earthquakes and tectonic plate movements
An introduction to photography techniques
The development of the English language over centuries
Exploring the mysteries of the Bermuda Triangle
The impact of the internet on traditional libraries
The historical significance of the Great Wall of China
The different breeds of dogs and their characteristics
The evolution of mobile phones
Famous landmarks in Australia
The science behind sleep
The role of a film director
Facts about the solar system
The importance of maintaining good posture
A brief history of jazz music
The impact of color on graphic design
Overview of the Renaissance period in art
Exploring the different breeds of dogs
The significance of Shakespeare's works
Tips for effective time management
The nutritional benefits of eating fruits and vegetables
Basics of financial planning and investment.
The history and evolution of the English language
Different types of houseplants and their care requirements
How to train for a marathon: tips and tricks
Exploring the world of abstract art
Overview of the major events in World War II
A beginner's guide to bird watching
Introduction to photography: Equipment, techniques, and styles
History and evolution of fashion trends through the centuries
Basics of financial planning and investment strategies
Famous architectural wonders around the world
An overview of different dance forms across the globe
The science behind dreams and sleep patterns
The role of diet and nutrition in maintaining good health
Evolution and impact of social media platforms on communication
Benefits of regular physical exercise
The art of storytelling in different cultures
Overview of the world's most famous libraries
How architecture has evolved over centuries
Role of pets in human well-being
An overview of various coffee brewing methods
A brief history of video games.
Famous lighthouses around the world
Overview of the Fibonacci sequence
How to care for different indoor plants
Bioluminescent creatures in the deep sea
The impact of music on brain function
The art of storytelling throughout history
Techniques used in forensic science
The development of video games over time
Various breeds of dogs and their traits
An overview of the Periodic Table of Elements
The process of making pottery
The architecture of ancient Rome.
The history and evolution of comic books
The role of mathematics in cryptography
Techniques for indoor gardening
Different styles of architecture around the world
Understanding quantum physics: basics and principles
A study of migratory patterns in birds
How do volcanoes affect ecosystems?
Exploring the depths: Marine life in the Mariana Trench
Evolution of fashion trends over the decades
Role of vitamins and minerals in human health
The influence of classical literature on modern culture
The fascinating world of ants: social structure and behavior
The history and development of the English language
Different types of cloud formations and what they signify
The process of making traditional Japanese origami
How the Great Pyramids were built
The role of dogs in various cultures throughout history
The impact of music on cognitive function
The creation and significance of hieroglyphics in ancient Egypt
The architectural styles of the Renaissance period
The discovery and study of dinosaurs
The production process of animated movies
The history and cultural significance of tattoos
The principles and practices of sustainable farming (excluding green tech or renewable energy).
Different types of coffee beans and their flavors
An overview of classical music composers
A guide to maintaining indoor plants
How the internet has changed traditional libraries
Overview of the Mars Rover mission
The science behind sleep patterns and dreams
Ancient Egyptian art and architecture
The process of creating animated movies
Exploring different breeds of dogs and their characteristics
The benefits of regular physical exercise
A study of dinosaurs and their extinction.
Evolution of fashion trends throughout centuries
Characteristics of different musical genres
Exploration of space: past, present, future
Influence of Greek mythology on modern culture
Importance of sleep for human health
Unusual animals found in deep sea
The process of making glass
Role of architecture in cultural identity
Theories about dinosaur extinction
History and evolution of photography
The chemistry of soap-making
Different methods of learning languages.
The evolution of fashion from the 1900s to now
How music has evolved over the centuries
Overview of major theories in psychology
The role of vitamins and minerals in our body
A brief history of the Olympic Games
Top ten most dangerous animals in the world
A guide to understanding different wine varieties
The art and culture of Ancient Greece
Exploration of the deep sea
The importance of bees to our ecosystem
How the internet has changed communication
Ancient civilizations and their architectural marvels
Understanding quantum physics for beginners
An overview of impressionist painting
A brief history of the English language
The psychology behind superstitions
The process of making wine from grapes
Impact of technology on traditional libraries
The migration patterns of monarch butterflies
Overview of the evolution of transportation systems.
The history of animation in cinema.
Understanding the principles of quantum physics.
Analysis of different types of architectural styles.
Evolution and development of video games.
Study of dinosaurs and their extinction.
The role of mythology in ancient civilizations.
Exploration of space and the universe.
Different techniques used in digital photography.
Overview of classical music composers.
The process of creating comic books and graphic novels.
The influence of fashion trends through the decades.
The science behind dreams and sleep cycles.
A study of marine life and oceanography.
An overview of world literature from different eras.
The evolution of transportation methods over centuries.
Theories about time travel and parallel universes.
The art and technique of filmmaking.
A study of various dance forms around the world.
The importance of nutrition and exercise for human health.
The impact of music on human psychology
An introduction to microbiology
Evolution of fashion trends through centuries
Various dog breeds and their traits
Importance of hygiene in disease prevention
Exploring different planets in our solar system
Understanding basics of stock market investing
Examination of various art movements
Study of ancient civilizations like Egypt, Rome, Greece etc.
A guide to understanding basic photography techniques.
The history and significance of the Great Wall of China
The impact of Shakespeare on modern literature
An overview of different types of cheese around the world
The role of dogs in human history
The art of storytelling in cinema
Exploring the universe: space travel and exploration
How music affects our brain
The influence of Greek mythology on Western culture
The architectural wonders of Ancient Rome
The role of honeybees in the ecosystem
The invention and evolution of the internet
Evolution of fashion trends over the centuries
Architectural styles across different cultures
Role of insects in the ecosystem
Various methods of water purification
How do airplanes fly?
The art of storytelling and its evolution
Overview of the world's major deserts
History and development of photography
Understanding the basics of cryptography
The process of making chocolate from cocoa beans
Explanation of the theory of relativity
Discovering the mysteries of black holes.
How to maintain a healthy aquarium ecosystem
The impact of Greek mythology on modern literature
The influence of classical music on brain development
Overview of the Silk Road and its historical significance
Various methods of coffee brewing around the world
The process of creating animated films
An overview of different architectural styles
The mysteries surrounding Bermuda Triangle
Understanding the basics of astronomy: stars, galaxies, and planets
Famous shipwrecks and underwater archaeology
The cultural significance of folklore and myths across different societies
The history of the bicycle.
Different types of coffee beans and their characteristics.
Exploring various art movements throughout history.
The evolution of video game graphics over time.
Understanding the basics of quantum physics.
A brief overview of different architectural styles.
The importance of bees to global ecosystems.
How 3D printing technology is changing industries.
An introduction to basic astronomy: stars, planets, galaxies.
Overview of classical music composers from the Baroque period.
A look into how digital photography has evolved.
The influence of fashion trends on society.
Examining the process of creating animated films.
An exploration of famous world explorers and their discoveries.
The impact of the internet on traditional libraries.
Discussing the principles of interior design.
Introduction to wildlife conservation efforts around the world.
The journey of a book: from writing to publishing.
Top 10 most dangerous animals in Australia
The science behind sleepwalking
How the pyramids were built
Different types of coffee beans and their characteristics
The architectural style of Frank Lloyd Wright
The role of honeybees in our ecosystem
The origins and evolution of jazz music
The impact of the internet on print media
History and evolution of comic books
The life cycle of a butterfly.
Impact of music on human brain
Famous painters of the Renaissance period
Basics of photography
Overview of the Periodic Table in Chemistry
Ancient Egyptian civilization
How to maintain a healthy lifestyle
Types of dinosaurs and their habitats
Popular myths about space exploration
Benefits of regular exercise
Origin and types of coffee beans
Understanding the basics of architecture
The importance of reading books.
Impact of social media on mental health
The role of music in films
Benefits and drawbacks of remote work
Overview of different types of tea around the world
Importance of sleep for overall health
Different styles of architecture throughout history
How does space travel affect the human body?
Study of ancient civilizations: Egypt, Rome, Greece
Exploration of Mars and its potential for life
Evolution of video game graphics over the years
Impact of social media on traditional journalism
Differences between various types of coffee beans
Role of microbiome in human body
How does a black hole form?
Benefits of yoga for mental health
Historical evolution of fashion trends
Examination of different dog breeds and their characteristics
Analysis of Mozart's influence on classical music
Process of creating animation movies
Origin and development of comic books
Study of plate tectonics and earthquake prediction.
Famous historical landmarks around the world
The role of dogs in human society throughout history
The evolution and importance of graphic design
A study of different types of cheese from around the world
The significance of dreams in psychology
The development and use of Morse code
Exploration of the deep sea: challenges and discoveries
Overview of the coffee industry worldwide
A look into the life and works of Vincent Van Gogh
History and cultural significance of tattoos
A guide to understanding basic principles of architecture
Overview of classic literature from around the world
An analysis of impressionist art
Famous archaeological discoveries and their significance
The role of music in different cultures
An overview of the most popular dog breeds
Evolution of transportation methods over centuries
Exploration of underwater species in the Mariana Trench
The journey of coffee: From bean to cup
The cultural significance of folklore and myths.
Top 10 scientific discoveries of the last decade
Exploration of Mars: Past, present and future
History and evolution of Jazz music
Benefits of a balanced diet on mental health
Impact of social media on business marketing strategies
The role of exercise in stress management
Understanding the basics of cryptocurrency
Importance of hygiene in preventing diseases
Role of vitamins and minerals in human body
An overview of the world's major deserts
The influence of technology on education.
Different types of clouds and their formation.
Famous shipwrecks around the world.
An overview of different dog breeds.
The evolution of fashion in the 20th century.
Various techniques used in photography.
A brief history of comic books.
Overview of different musical instruments from around the world.
The impact of smartphones on society.
The process of making traditional handmade paper.
Different types of bridges and their engineering.
Overview of famous astronomers and their contributions.
Explanation of how airplanes fly.
The importance of bees to our ecosystem.
The history and significance of tattoos in various cultures.
The science behind fireworks.
The role of libraries in community development.
Different types of houseplants and their care
How to maintain a healthy lifestyle through diet and exercise
Exploring the world's most fascinating archaeological sites
Discovering different species of birds around the world
Famous landmarks around the world and their histories
Overview of various martial arts styles
A look into the world of professional sports coaching
The rise of digital marketing strategies in business
Examining the process of wine production
The significance of color theory in design.
Various types of dance styles around the world
Impact of Greek mythology on modern literature
How different animals adapt to their environments
Different theories about the construction of the pyramids
The importance of music education in schools
The influence of the internet on journalism
Overview of space exploration missions
A comparison between classical and quantum physics
The history and impact of the printing press
An overview of various martial arts styles
Understanding the basics of personal finance management
The art and science of wine tasting
The contribution of bees to our ecosystem
Impact of music on human brain activity
Overview of ancient Egyptian architecture
Significance of dream interpretation in psychology
Study of dinosaurs and their extinction
The science behind magic tricks
Role of dogs in search and rescue operations
How volcanoes work and their impact on ecosystems
Overview of different martial arts styles around the world
Process of making animated movies.
Benefits and drawbacks of urban living.
Impact of social media on youth culture.
Evolution of fashion trends over the decades.
Exploration of space: Mars missions.
Importance of physical fitness in maintaining health.
Overview of Greek mythology.
Strategies for effective time management.
How music affects human mood and productivity.
Role of pets in improving mental health.
Influence of technology on modern art.
Famous shipwrecks and their stories.
Comparison between traditional and online education.
History and evolution of video games.
Psychological benefits of reading books.
Analysis of the global coffee industry.
The science behind dreams and sleep.
Examination of different types of dance forms around the world.
The role of photography in capturing history.
Evolution and importance of communication devices
The role of animals in human lives
The cultural significance of traditional dances
The evolution of fashion trends through the decades
The journey of coffee from bean to cup
The concept of time travel in science fiction
A study of different musical instruments across cultures
The impact of space exploration on our understanding of the universe
The role of dreams in psychological studies
The mysteries and theories surrounding Bermuda Triangle.
The History of Chess
Exploration of Mars and its Potential for Human Habitation
Different Breeds of Domestic Cats and Their Characteristics
The Role of Magic in Fantasy Literature
The Influence of Greek Mythology on Modern Culture
The Cultural Significance of Tattoos Across Cultures
An Overview of Paleontology and Fossil Hunting
The Health Benefits of Yoga and Meditation
The Evolution of Video Games Over the Decades
The Importance of Sleep to Human Health
The role of dogs in human society
The impact of music on mood and productivity
The importance of sleep for health
An overview of different martial arts styles
The art of storytelling in various cultures
The rise of e-sports and its future potential
The significance of bees in our ecosystem
Different types of marine life
Various architectural styles around the world
Overview of string theory in physics
Analysis of Shakespeare's tragedies
Development of the internet from ARPANET to today
History and evolution of the English language
The role of vitamins in human health
Understanding the basics of quantum mechanics
The importance of biodiversity for ecosystem health
The growth and impact of e-commerce globally
Techniques and styles in abstract painting
The study of ancient civilizations and their technologies.
Evolution of video game graphics
Popular architectural styles throughout history
History and evolution of animation in film
Role of probiotics in digestive health
Introduction to birdwatching and ornithology
Exploring the world's most famous paintings
Understanding how a car engine works
Exploration of deep sea marine life
Techniques and benefits of meditation.
A study of various architectural styles throughout history
The role of cryptography in World War II
The importance of nutrition in maintaining good health
An overview of major archaeological discoveries
The evolution of video game graphics over time
Understanding the principles of interior design
The journey of coffee: from bean to cup.
The influence of Greek mythology in modern literature
Understanding quantum physics: basic concepts
The role of microbiomes in human health
Evolution and history of fashion trends
Exploring different types of teas from around the world
The significance of Fibonacci sequence in nature
A look into the world's most famous unsolved mysteries
The history and development of jazz music
Famous landmarks and their historical significance
The evolution of fashion trends through the decades.
Different types of marine life and their habitats.
The role of mathematics in everyday life.
Famous architectural structures around the world.
How to maintain a healthy lifestyle with regular exercise and diet.
The process of creating animation movies.
The influence of Greek mythology on contemporary literature.
The art and technique of storytelling.
Overview of different martial arts styles worldwide.
The role of pets in improving mental health.
History and development of video games.
The study of dinosaurs and what we know about them.
The benefits of learning multiple languages.
Evolution and types of musical instruments
Various techniques in pottery making
History and evolution of fashion design
Types and benefits of different teas around the world
The art and science of cryptography
Understanding stock markets and trading
Role of microbiome in human health
Basics of interior design principles
Exploration of space: past, present, and future.
Exploring different types of houseplants and their care
How to maintain a bicycle
Famous shipwrecks throughout history
The impact of architecture on urban life
Overview of traditional Japanese tea ceremonies
A brief history of board games
The development of mobile technology over the years.
Exploration of different planets in our solar system
The role of graphic design in marketing
Overview of the film industry and its evolution
A brief history of video games development
Wildlife conservation efforts across the globe
An overview of impressionist art movement
Importance of mental health awareness
The process of creating comic books and graphic novels
Introduction to astronomy and stargazing
The history of typography.
Different types of dog breeds and their characteristics.
The role of dreams in psychological theories.
The impact of music on human brain activity.
The process of creating comic books or graphic novels.
An overview of the solar system and its planets.
Overview of various architectural styles throughout history.
A brief history of video games development.
Famous unsolved mysteries from around the world.
An introduction to bird watching and ornithology.
The health benefits of different types of teas.
The art and technique of storytelling in cinema.
An exploration of different forms of dance across cultures.
The history and evolution of board games.
Evolution of automobiles over the decades
Impact of music on human psychology
Overview of marine biodiversity
The role of Fibonacci sequence in nature
Role of pets in improving mental health
Architectural wonders of the ancient world
Exploring different genres of cinema around the world
An overview of the fashion industry's evolution
The benefits of yoga and meditation for stress management.
Overview of impressionist painting
The physics of roller coasters
Health benefits of different types of tea
An overview of the world's most famous libraries
A guide to identifying constellations in the night sky
The invention and development of the telephone
The process of making animated films.
The history and evolution of fashion trends.
Exploring the world's most unique architectural designs.
Overview of different dog breeds and their characteristics.
Understanding the concept of time travel in science fiction.
A deep dive into the life cycle of a butterfly.
The role of dinosaurs in our understanding of earth's history.
The impact of technology on traditional art forms.
An analysis of Shakespearean literature.
How music has evolved over the centuries.
The mysteries and exploration of space.
Interesting facts about the Great Barrier Reef.
The influence of Greek mythology on modern culture.
The significance of dreams in psychological studies.
The evolution and impact of photography.
The role of vitamins and minerals in human nutrition.
The history and development of the English language.
Different types of coffee around the world.
Historical significance of pyramids in Egypt.
Exploration of Mars and its potential for life.
History and development of typography.
Understanding the Fibonacci sequence.
The art of origami and its cultural importance in Japan.
The science behind dreams and nightmares.
Evolution of fashion trends throughout history.
How does the stock market work?
The architecture and design of medieval castles.
The benefits of yoga for physical health.
The mystery and exploration of Bermuda Triangle.
Evolution and impact of photography as an art form
Importance of exercise for mental health
Analysis of Shakespeare's influence on modern literature
Comparison between classical music and jazz
Overview of different dance forms across continents
The role of vitamins in human body
An overview of marine biology
The cultural significance of festivals around the world
Evolution of video games technology
Basics of photography: Understanding aperture, shutter speed, and ISO
Benefits of regular physical exercise on mental health
Role of diet in maintaining good health
Explanation of quantum physics theories
Overview of ancient civilizations (Egyptian, Roman, Greek)
Introduction to cryptography and its uses
Exploring different genres of literature
How does photosynthesis work?
Different types of marine life in the Pacific Ocean
The evolution of fashion throughout centuries
Understanding quantum physics: a beginner's guide
An overview of the Roman Empire
Theories about the existence of extraterrestrial life
Principles and practices of sustainable farming
The development of the internet over time
Evolution of the internet
Exploration of space and our solar system
Impact of music on cognitive development
The role of insects in ecosystems
Overview of different dog breeds
Architecture styles through the ages
The importance of recycling and waste management
Study of marine life and oceanography
Different breeds of dogs and their characteristics.
The impact of technology on modern architecture.
An overview of different types of cheese from around the world.
The role of mathematics in cryptography.
A brief history of space exploration.
The art and technique of origami.
Overview of famous artists during the Renaissance period.
The study of dinosaurs and what we know about them today.
The significance of archaeological sites.
Benefits and drawbacks of owning a pet
Impact of social media on interpersonal communication
How different cultures perceive time
Role of sports in society
Comparison between traditional and digital art
Health benefits of regular exercise
Impact of caffeine on human body
The science behind sleep and its stages
Importance of wildlife conservation
Understanding the basics of personal finance management.
Different types of bridges and their construction
Importance of bees in ecosystem balance
Overview of the Impressionist art movement
Exploration of deep sea creatures and their adaptations.
Impact of social media on modern communication
Different types of architectural styles worldwide
Exploration and colonization of Mars
Role of bees in ecosystem sustainability
Overview of classical music evolution
Study of marine life in deep oceans
Journey through the universe: A look at space exploration
Exploring the world of fantasy literature
Influence of Greek mythology on contemporary culture
Advances in medical technology over the last century
The role of cryptography in cybersecurity
The rise of e-commerce and its effect on traditional retail.
Different types of dog breeds and their characteristics
The role of sleep in human health
The importance of bees in our ecosystem
The role of music in cognitive development
The historical journey of chocolate from ancient times to now
The development and use of Morse code in communication.
Different types of whales and their habitats
Techniques for landscape painting
The impact of smartphones on society
Peculiarities of nocturnal animals
Ancient Egyptian architecture
An overview of different coffee brewing methods
The world's most dangerous hiking trails
A study of various bird species and their migration patterns
How the internet has changed education
Exploring the mysteries of deep-sea creatures
Understanding the basics of astronomy: stars, galaxies, and planets.
The importance of hygiene in disease prevention
How do plants communicate with each other?
Evolution and significance of fashion trends over centuries
The history and impact of comic books
The history and cultural significance of tattoos.
Different types of clouds and their characteristics.
A brief overview of the art movements in the 20th century.
An analysis of Shakespeare's sonnets.
The impact of technology on traditional board games.
Overview of the most common houseplants and their care.
How the internet has changed the music industry.
Exploration of different architectural styles around the world.
The role of cryptography in cybersecurity.
The history and development of animation in film.
The process of making handmade paper.
Exploring the life cycle of a butterfly.
Analysis of the symbolism in Edgar Allan Poe's works.
The benefits of yoga for mental health.
The importance of storytelling in human culture.
A study of bird migration patterns.
The principles and techniques of photography.
Overview of different types of bridges in civil engineering
Understanding quantum physics: basics and applications
An overview of different dog breeds and their characteristics
The importance of preserving historical landmarks
Different types of coffee beans and brewing methods
The cultural significance of tattoos around the world
The life cycle of a star in astronomy
The benefits of practicing mindfulness and meditation.
Exploration of Mars: Past, present, and future missions
Evolution and impact of social media platforms
Overview of different types of photography
The history and influence of jazz music
An overview of classical literature
The importance of financial literacy
The art and science of beekeeping
Exploring the mysteries of black holes.
The evolution of photography.
Different types of architectural styles around the world.
The history and development of board games.
The influence of Greek mythology in modern literature.
An overview of quantum physics for beginners.
The impact of music on cognitive function.
Understanding the principles of interior design.
The role of animals in human therapy.
The art and technique of storytelling in film.
The process of creating a comic book.
The effects of sleep deprivation on the human body.
How does cryptography secure online transactions?
The influence of fashion trends through different eras.
The mystery and allure of ancient Egyptian civilization.
Exploring the depths: an introduction to marine biology.
The significance of archeology in understanding human history.
A beginner's guide to learning a new language.
Importance of honey bees to our ecosystem
Traditional music instruments from various countries
The impact of technology on traditional libraries
The biology of aging: what happens as we age?
An overview of famous painters during the Renaissance period
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