# Examples

This directory contains real-world usage examples and sample outputs for MCP Vector Search.

## 📋 Contents

### Benchmark Examples
- **[Benchmark Output Example](benchmark-output-example.md)** - Sample output from performance benchmarks

## 🎯 Example Categories

### 🚀 **Getting Started Examples**
Basic usage examples for new users.

### 📊 **Performance Examples**
Benchmark results and performance analysis examples.

### 🔧 **Configuration Examples**
Sample configurations for different use cases.

### 🔍 **Search Examples**
Real-world search queries and their results.

### 🤖 **MCP Integration Examples**
Examples of using MCP Vector Search with AI tools.

## 📝 Contributing Examples

When adding new examples:

1. **Use descriptive filenames** with clear naming conventions
2. **Include complete context** - show input, command, and output
3. **Add explanations** - explain what the example demonstrates
4. **Test examples** - ensure all examples work with current version
5. **Update this index** - add new examples to the appropriate category

## 🔗 Related Documentation

- **[Getting Started](../getting-started/README.md)** - Basic usage guides
- **[Guides](../guides/README.md)** - Step-by-step how-to guides
- **[CLI Commands](../reference/cli-commands.md)** - Complete command reference

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**Last Updated**: December 2025
