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

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