# Usage Examples

Real-world examples showing how to use Felo Search for different scenarios.

**Quick Navigation:**
- [Daily Life Scenarios](#daily-life-scenarios)
- [Developer Scenarios](#developer-scenarios)
- [Multi-language Queries](#multi-language-queries)
- [Complex Queries](#complex-queries)
- [Tips for Better Results](#tips-for-better-results)

---

## Daily Life Scenarios

### Weather

**Query:** "What's the weather in Tokyo today?"
```
Current temperature, conditions, forecast
Example: "Currently 15°C in Tokyo with partly cloudy skies..."
```

**Query:** "What's the weather in Hangzhou tomorrow?"
```
Tomorrow's forecast for Hangzhou, temperature range, precipitation probability
Example: "Hangzhou tomorrow: partly cloudy to clear, 8-16°C..."
```

**Query:** "Will it rain in Seattle this weekend?"
```
Weekend forecast with precipitation probability
```

**Query:** "Beijing weather forecast for next week"
```
Beijing 7-day weather trend, temperature changes
```

### Restaurants & Food

**Query:** "Best ramen in Osaka"
```
Top-rated ramen shops with addresses, ratings, reviews
Example: "1. Ichiran Dotonbori - Famous tonkotsu ramen..."
```

**Query:** "Where to find the best xiaolongbao in Shanghai?"
```
Recommended restaurants with addresses and specialties
Example: "1. Nanxiang Steamed Bun Restaurant - Old brand near Yuyuan, thin skin, juicy..."
```

**Query:** "Vegetarian restaurants near Times Square"
```
Nearby vegetarian options with ratings and menus
```

**Query:** "Best hot pot restaurants in Chengdu"
```
Chengdu-style hot pot spots, popularity ranking, signature dishes
```

**Query:** "Best coffee shops in Portland"
```
Top-rated coffee shops with specialties and atmosphere
```

**Query:** "Michelin-starred restaurants in Tokyo"
```
Tokyo Michelin-starred restaurants, reservation info, price range
```

### Shopping & Prices

**Query:** "iPhone 15 Pro price comparison"
```
Prices from different retailers with links
Example: "Apple Store: $999, Amazon: $979..."
```

**Query:** "MacBook Air M3 price"
```
Price comparison across channels, discount info
Example: "Apple: $1,099, Amazon: $1,049..."
```

**Query:** "Best deals on noise-canceling headphones"
```
Current deals and discounts on popular models
```

**Query:** "Where to buy Nintendo Switch OLED cheapest?"
```
Price comparison across platforms, promotions
```

**Query:** "AirPods Pro 2 vs Sony WF-1000XM5"
```
Detailed comparison: features, sound quality, price
```

**Query:** "Is Xiaomi 14 Pro worth buying?"
```
Review summary, pros and cons, buying advice
```

### Travel & Local Info

**Query:** "Things to do in Kyoto this weekend"
```
Events, attractions, seasonal activities
Example: "Cherry blossom viewing at Maruyama Park..."
```

**Query:** "What are the best things to do in Taipei?"
```
Attraction recommendations, opening hours, how to get there
Example: "Taipei 101 - Observatory for night views..."
```

**Query:** "Best time to visit Iceland"
```
Seasonal recommendations, weather, tourist seasons
```

**Query:** "Paris travel guide"
```
Must-see attractions, food recommendations, transport guide
```

**Query:** "Cheap flights from NYC to London"
```
Flight deals, best booking times, airline comparisons
```

**Query:** "How to apply for a Japan visa?"
```
Visa types, application process, required documents
```

---

## Developer Scenarios

### Latest Documentation

**Query:** "React 19 new features"
```
Latest React 19 features with official docs links
Example: "React Compiler (auto-optimization)..."
```

**Query:** "Next.js 15 new features"
```
Next.js 15 feature summary, documentation links
Example: "Turbopack stable (5x faster builds)..."
```

**Query:** "Python 3.13 release notes"
```
New features, improvements, breaking changes
```

**Query:** "Vue 3.4 update highlights"
```
New features, performance improvements, migration guide
```

**Query:** "TypeScript 5.4 what's new"
```
New type system features, compiler improvements
```

**Query:** "Rust 1.76 improvements"
```
Language feature updates, standard library improvements
```

### Library Comparison

**Query:** "Vite vs Webpack 2024 comparison"
```
Performance, features, use cases comparison
Example: "Build Speed: Vite 10x faster (dev)..."
```

**Query:** "Vue 3 vs React for new projects"
```
Comparison, use cases, community ecosystem
Example: "Learning curve: Vue gentler..."
```

**Query:** "Tailwind CSS vs Bootstrap 2026"
```
Feature comparison, performance, ecosystem
```

**Query:** "PostgreSQL vs MySQL performance comparison"
```
Benchmarks, use cases, feature comparison
```

**Query:** "Jest vs Vitest for testing"
```
Speed, features, migration difficulty
```

**Query:** "Redux vs Zustand state management comparison"
```
Complexity, performance, learning curve
```

### Tech Trends & News

**Query:** "Latest AI developments January 2026"
```
Recent AI breakthroughs, company announcements
Example: "OpenAI GPT-5 preview released..."
```

**Query:** "Important tech news recently"
```
Recent tech developments, industry trends
Example: "Apple releases Vision Pro 2..."
```

**Query:** "Web development trends 2026"
```
Popular frameworks, tools, best practices
```

**Query:** "Latest breakthroughs in AI"
```
Major AI advances, research results
```

**Query:** "Cybersecurity threats 2026"
```
Current threats, vulnerabilities, protection methods
```

**Query:** "Latest blockchain technology applications"
```
New blockchain use cases, technology development
```

### API & Tools

**Query:** "How to use OpenAI GPT-4 API"
```
Setup guide, code examples, best practices
Example: "Install SDK: pip install openai..."
```

**Query:** "How to use Anthropic Claude API"
```
API usage guide, code examples, pricing info
Example: "Install SDK: pip install anthropic..."
```

**Query:** "GitHub Actions tutorial"
```
Workflow setup, common use cases, examples
```

**Query:** "Docker getting started tutorial"
```
Basic concepts, common commands, practical examples
```

**Query:** "AWS Lambda best practices"
```
Performance optimization, cost reduction, security
```

**Query:** "Kubernetes deployment guide"
```
Cluster setup, app deployment, operations
```

### Framework Updates

**Query:** "Django 5.0 release notes"
```
New features, breaking changes, migration guide
Example: "Async support improvements..."
```

**Query:** "Spring Boot 3.2 what's new"
```
New features, improvements, upgrade advice
Example: "Enhanced native image support..."
```

**Query:** "Angular 17 what's new"
```
New features, performance improvements
```

**Query:** "Laravel 11 new features"
```
Framework updates, new features, best practices
```

**Query:** "Express.js vs Fastify performance"
```
Benchmark results, use cases, migration
```

**Query:** "Rails 7.1 improvements"
```
New features, performance optimization, security updates
```

---

## Multi-language Queries

Felo supports queries in multiple languages. Below are examples in English; you can ask the same in Chinese, Japanese, or Korean and get answers in that language.

### General (English examples)

**Query:** "Latest developments in AI"
```
Latest AI research and applications
Example: "LLM parameters exceed 10 trillion..."
```

**Query:** "What to do in Shenzhen"
```
Shenzhen attraction recommendations, local activities
Example: "Window of the World - miniature landmarks..."
```

**Query:** "How to learn programming?"
```
Learning path, resource recommendations, study methods
```

**Query:** "China EV market analysis"
```
Market size, major players, policy impact
```

**Query:** "Best online education platforms"
```
Platform comparison, course quality, pricing
```

**Query:** "What's new in Taipei recently?"
```
Recent Taipei news, events
Example: "MRT circular line northern section groundbreaking..."
```

**Query:** "Best food in Kaohsiung"
```
Kaohsiung restaurants, must-try dishes
Example: "Liuhe Night Market - papaya milk..."
```

**Query:** "Taiwan travel attractions"
```
Popular spots, experiences, transport info
```

**Query:** "How to apply for Taiwan passport?"
```
Application process, required documents, processing time
```

**Query:** "Taichung housing market trend"
```
Market analysis, price trends, investment advice
```

**Query:** "Popular restaurants in Tokyo"
```
Tokyo popular restaurants, ratings, reservation info
Example: "Narisawa - modern Japanese cuisine..."
```

**Query:** "Latest AI technology overview"
```
AI technology overview, use cases
Example: "GPT-5 advances in natural language..."
```

**Query:** "Tourist spots in Japan"
```
Popular destinations, seasonal tips, access
```

**Query:** "How to learn programming"
```
Learning roadmap, recommended resources
```

**Query:** "React adoption in China"
```
React popularity, case studies
Example: "Market share: ~45% (second to Vue)..."
```

**Query:** "Python vs Java for beginners"
```
Language comparison, learning curve, career outlook
```

**Query:** "How to travel from Korea to Japan"
```
Flights, visa, travel tips
```

---

## Complex Queries

### Research & Analysis

**Query:** "Impact of AI on software development 2024-2026"
```
Comprehensive analysis with statistics, trends, expert opinions
Example: "Productivity: 40% faster coding with AI assistants..."
```

**Query:** "Impact of quantum computing on cryptography"
```
In-depth analysis, technical challenges, future outlook
Example: "Threat: RSA, ECC and traditional crypto could be broken..."
```

**Query:** "Climate change effects on global economy"
```
Economic impact analysis, sector-specific effects, projections
```

**Query:** "Blockchain applications in supply chain management"
```
Use cases, technical approaches, case studies
```

**Query:** "Future of remote work post-pandemic"
```
Trends, company policies, productivity studies
```

**Query:** "Impact of 5G on IoT"
```
Technical advantages, use cases, development trends
```

### Comparisons

**Query:** "Cloud providers comparison: AWS vs Azure vs GCP"
```
Detailed comparison table, pricing, use cases
Example: "Market Share: AWS 32%, Azure 23%..."
```

**Query:** "Programming language performance: Python vs Go vs Rust"
```
Benchmark data, use cases, learning curve
Example: "Execution speed: Rust > Go > Python..."
```

**Query:** "Electric vehicles: Tesla vs BYD vs Rivian"
```
Specs, range, charging, price comparison
```

**Query:** "Video conferencing comparison: Zoom vs Teams vs Google Meet"
```
Feature comparison, pricing, use cases
```

**Query:** "Database comparison: MongoDB vs PostgreSQL"
```
Performance, scalability, use cases
```

**Query:** "Smartphone chip comparison: Snapdragon vs Dimensity vs Kirin"
```
Performance benchmarks, power consumption, AI capability
```

### Deep Dives

**Query:** "How does GPT-4 architecture work?"
```
Technical explanation, architecture details, training process
Example: "Transformer-based architecture with..."
```

**Query:** "Blockchain technology explained"
```
Technical architecture, consensus mechanisms, use cases
Example: "Distributed ledger, cryptography-based..."
```

**Query:** "Quantum computing explained"
```
Principles, qubits, quantum gates, applications
```

**Query:** "Deep learning neural network basics"
```
Network structure, training process, optimization
```

**Query:** "How does CRISPR gene editing work?"
```
Mechanism, applications, ethical considerations
```

**Query:** "Container technology deep dive"
```
Docker basics, Kubernetes architecture, best practices
```

### Market Research

**Query:** "Electric vehicle market trends 2026"
```
Market size, growth projections, key players
Example: "Global EV sales expected to reach 20M units..."
```

**Query:** "China EV market analysis"
```
Market size, major players, policy impact
Example: "2026 market expected to exceed 10M units..."
```

**Query:** "AI chip market forecast"
```
Market size, major players, technology trends
```

**Query:** "Smart home market outlook"
```
Market size, consumer trends, competitive landscape
```

**Query:** "Cryptocurrency market analysis 2026"
```
Market cap, adoption rates, regulatory landscape
```

**Query:** "Online education industry trends"
```
Market size, user growth, business models
```

### Product Reviews

**Query:** "M3 MacBook Pro vs M3 MacBook Air detailed comparison"
```
Specs, performance, price, recommendations
Example: "Performance: Pro 20% faster in sustained workloads..."
```

**Query:** "Xiaomi 14 Pro vs iPhone 15 Pro comparison"
```
Detailed comparison, pros and cons, buying advice
Example: "Performance: Snapdragon 8 Gen 3 vs A17 Pro..."
```

**Query:** "Best budget smartphones 2026"
```
Top picks, specs, value analysis
```

**Query:** "Gaming laptop recommendations"
```
Performance comparison, thermal tests, value analysis
```

**Query:** "Wireless earbuds comparison 2026"
```
Sound quality, ANC, battery life, comfort
```

**Query:** "Smartwatch buying guide"
```
Feature comparison, battery tests, target users
```

---

## Tips for Better Results

### Be Specific

❌ **Vague:** "Good food Tokyo"
✅ **Specific:** "Best Italian restaurants in downtown Tokyo"

❌ **Vague:** "React hooks"
✅ **Specific:** "React hooks tutorial for beginners"

### Include Context

❌ **No context:** "Latest news"
✅ **With context:** "Latest AI developments January 2026"

❌ **No context:** "Price comparison"
✅ **With context:** "iPhone 15 Pro price comparison in US"

### Use Natural Language

✅ **Natural:** "What's the weather like in Paris this weekend?"
✅ **Natural:** "How do I deploy a Next.js app to Vercel?"
✅ **Natural:** "Where to find good Japanese food in Shanghai?"

### Multi-language Works

✅ **Mixed:** "React adoption in China"
✅ **Mixed:** "Hospitals in Tokyo with Chinese-speaking staff"
✅ **Mixed:** "Python vs Java for beginners?"

Felo understands context across languages!

### Great for Current Info

✅ **Time-sensitive:** "latest", "recent", "2026", "today", "now"
✅ **Trending:** "popular", "trending", "hot", "viral"
✅ **Comparative:** "best", "top", "vs", "compare"

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**Need more help?** Check the [FAQ](./FAQ.md) or [report an issue](https://github.com/Felo-Inc/felo-skills/issues).