# Overview

### Introduction

AgentNeo provides comprehensive metrics and evaluation capabilities to assess and optimize your AI applications' performance. The evaluation framework helps you understand your agents' behavior, efficiency, and effectiveness.

### Key Capabilities

* Performance Assessment
* Cost Analysis
* Quality Metrics
* Behavioral Analysis
* Custom Metric Support

### Getting Started with Metrics

```python
from agentneo import Evaluation

# Initialize evaluation
exe = Evaluation(session=neo_session, trace_id=tracer.trace_id)

# Run evaluation
exe.evaluate(metric_list=['goal_decomposition_efficiency'])

# Get results
results = exe.get_results()
```

### Evaluation Process

1. Collect trace data
2. Compute metrics
3. Generate insights
4. Provide recommendations