Create examples/sample_texts.py

examples/sample_texts.py

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+
+"""
+Sample texts for testing and examples
+"""
+
+SAMPLE_TEXTS = {
+    "business_report": """
+    Quarterly Business Performance Report
+    
+    Our company has shown remarkable growth in Q3 2024, with revenue increasing by 25% compared to the previous quarter. 
+    
+    Key Achievements:
+    - Revenue reached $2.5 million, surpassing our target by 15%
+    - Customer acquisition increased by 40% with 1,200 new customers
+    - Employee satisfaction improved to 4.2/5.0
+    - Market share expanded to 12% in our target demographic
+    
+    Challenges and Opportunities:
+    The main challenges we faced included supply chain disruptions and increased competition. However, these challenges have opened new opportunities for innovation and strategic partnerships.
+    
+    Future Outlook:
+    We project continued growth in Q4, with an estimated revenue increase of 20%. Our focus will be on digital transformation and customer experience enhancement.
+    """,
+    
+    "technology_overview": """
+    Artificial Intelligence: Transforming the Future
+    
+    Artificial Intelligence (AI) is revolutionizing industries across the globe. From healthcare to finance, AI technologies are enabling unprecedented levels of automation and insight.
+    
+    Key AI Technologies:
+    - Machine Learning: Algorithms that improve through experience
+    - Natural Language Processing: Understanding and generating human language
+    - Computer Vision: Interpreting and analyzing visual information
+    - Robotics: Physical AI systems that interact with the world
+    
+    Current Applications:
+    AI is currently being used in medical diagnosis, autonomous vehicles, financial trading, and personalized recommendations. These applications are saving time, reducing costs, and improving outcomes.
+    
+    Future Implications:
+    By 2030, AI is expected to contribute $13 trillion to the global economy. This transformation will create new job categories while making others obsolete, requiring significant workforce adaptation.
+    """,
+    
+    "health_wellness": """
+    The Science of Healthy Living
+    
+    Maintaining good health requires a holistic approach that encompasses physical activity, nutrition, mental well-being, and adequate rest.
+    
+    Physical Activity Benefits:
+    - Reduces risk of heart disease by 35%
+    - Improves mental health and reduces anxiety
+    - Strengthens bones and muscles
+    - Enhances cognitive function
+    
+    Nutrition Essentials:
+    A balanced diet should include 5-9 servings of fruits and vegetables daily, lean proteins, whole grains, and healthy fats. Proper hydration requires 8-10 glasses of water per day.
+    
+    Mental Well-being:
+    Stress management through meditation, social connections, and hobby engagement significantly impacts overall health. Studies show that chronic stress can reduce life expectancy by 2-3 years.
+    
+    Sleep Quality:
+    Adults need 7-9 hours of quality sleep nightly. Poor sleep is linked to obesity, diabetes, and cardiovascular disease.
+    """,
+    
+    "environmental_impact": """
+    Climate Change: Understanding Our Environmental Impact
+    
+    Climate change represents one of the most pressing challenges of our time, with global temperatures rising at an unprecedented rate.
+    
+    Current Statistics:
+    - Global temperature has increased by 1.1°C since pre-industrial times
+    - CO2 levels have reached 415 ppm, the highest in 3 million years
+    - Arctic sea ice is declining at a rate of 13% per decade
+    - Ocean pH has decreased by 0.1 units due to acidification
+    
+    Major Contributors:
+    Fossil fuel combustion accounts for 75% of greenhouse gas emissions. Deforestation contributes 18%, while agriculture and livestock produce 14% of global emissions.
+    
+    Solutions and Actions:
+    Renewable energy adoption, energy efficiency improvements, sustainable transportation, and reforestation can significantly reduce our carbon footprint. Individual actions like reducing energy consumption and sustainable lifestyle choices also make a difference.
+    
+    Future Projections:
+    Without intervention, global temperatures could rise by 3-5°C by 2100, causing severe ecological and economic disruption.
+    """,
+    
+    "education_trends": """
+    The Future of Education: Digital Transformation
+    
+    Education is undergoing a radical transformation driven by technology, changing student needs, and evolving workplace requirements.
+    
+    Current Trends:
+    - Online learning has grown by 300% since 2020
+    - 73% of students prefer blended learning approaches
+    - Virtual reality is being used in 15% of educational institutions
+    - AI tutoring systems show 30% improvement in learning outcomes
+    
+    Key Technologies:
+    Personalized learning platforms adapt to individual student needs. Virtual classrooms enable global collaboration. AI assessment tools provide instant feedback and identify learning gaps.
+    
+    Skills for the Future:
+    Critical thinking, creativity, digital literacy, and emotional intelligence are becoming essential. Traditional memorization-based learning is being replaced by problem-solving and collaborative approaches.
+    
+    Challenges and Opportunities:
+    Digital divide issues affect 21% of students globally. However, technology also democratizes access to quality education and enables lifelong learning opportunities.
+    """
+}
+
+def get_sample_text(category: str = "business_report") -> str:
+    """Get sample text by category"""
+    return SAMPLE_TEXTS.get(category, SAMPLE_TEXTS["business_report"])
+
+def get_all_categories() -> list:
+    """Get all available sample text categories"""
+    return list(SAMPLE_TEXTS.keys())
+
+def get_random_sample() -> str:
+    """Get a random sample text"""
+    import random
+    category = random.choice(list(SAMPLE_TEXTS.keys()))
+    return SAMPLE_TEXTS[category]