Architecture

System Overview

AgentNeo follows a modular architecture designed for flexibility and extensibility:

AgentNeo's System Architecture

Key Components

1. Tracer Module

• Decorators for instrumentation

• Event collection

• Metric computation

• Data buffering

2. Storage Layer

• SQLite database

• JSON log files

• Data persistence

• Query interface

3. Dashboard Service

• Web interface

• Real-time updates

• Data visualization

• Analysis tools

4. Evaluation

• Metric computation

• Performance analysis

Data Flow

1. Instrumentation

   @tracer.trace_llm()
   def your_function():
       pass

2. Trace Collection

   • Capture function calls

   • Record timestamps

   • Collect metrics

3. Data Processing

   • Compute metrics

   • Generate summaries

   • Update storage

4. Visualization

   • Display in dashboard