README.mdโข2.52 kB
# ๐ Context Engineering Examples
This directory contains examples and tutorials for using the Context Engineering Platform.
## ๐ Quick Start
### Python Example
Run the quick start example to see basic platform usage:
```bash
python examples/quick_start.py
```
This example demonstrates:
- Creating sessions and context windows
- Adding context elements
- Analyzing context quality
- Optimizing contexts
- Creating and using templates
### MCP Usage Guide
See [mcp_usage.md](mcp_usage.md) for detailed examples of using the MCP tools with Claude Desktop.
## ๐ Example Categories
### 1. Basic Usage
- Session management
- Context window creation
- Element addition
- Basic analysis
### 2. Optimization
- Token reduction strategies
- Clarity improvements
- Relevance boosting
- Structure optimization
### 3. Templates
- Creating templates
- AI-powered generation
- Variable rendering
- Template management
### 4. Advanced Features
- Multi-modal contexts
- RAG integration
- Workflow automation
- Real-time monitoring
## ๐ฏ Use Case Examples
### AI Agent Development
```python
# Create a context for an AI coding assistant
session_id = create_session("Code Assistant")
window_id = create_context_window(session_id, max_tokens=8192)
add_system_prompt(window_id, "You are an expert Python developer...")
```
### Chatbot Creation
```python
# Use templates for consistent chatbot behavior
template_id = create_template("customer_service_bot", template_content)
rendered = render_template(template_id, {"company": "ACME Corp"})
```
### Content Generation
```python
# Optimize contexts for content creation
analysis = analyze_context(window_id)
if analysis['quality_score'] < 80:
optimize_context(window_id, goals=['improve_clarity'])
```
## ๐ก Best Practices
1. **Start with Templates**: Use pre-built templates for common use cases
2. **Monitor Quality**: Always analyze before optimizing
3. **Set Constraints**: Define minimum tokens and preserve important elements
4. **Iterate**: Optimization is an iterative process
5. **Use MCP Tools**: Leverage Claude Desktop integration for workflow automation
## ๐ Additional Resources
- [API Documentation](http://localhost:9001/docs)
- [MCP Protocol Spec](https://modelcontextprotocol.com)
- [Platform Dashboard](http://localhost:9001)
## ๐ค Contributing Examples
We welcome new examples! To contribute:
1. Create a new example file
2. Add clear documentation
3. Include error handling
4. Submit a pull request
Happy Context Engineering! ๐