Platform Overview

The Noveum platform provides comprehensive tools and interfaces for observing, evaluating, and optimizing your AI applications. This section covers the platform's key features and how to use them effectively.

Platform Features

Quick Links

For Monitoring & Analytics

• Dashboard Overview - Learn to navigate the Noveum dashboard and interpret key metrics
• Traces - Understand trace concepts and structure
• Best Practices - Optimize your observability strategy

For Development

• Python SDK - Complete guide to the noveum-trace SDK
• Integration Examples - Framework-specific integration guides
• SDK Integration - Quick setup guide

For API Access

• Noveum SDK - Programmatic API client for datasets and evaluations
• Products - Explore NovaEval, NovaPilot, and more

Getting Started

1. Set Up Tracing

Start by instrumenting your application with the Python SDK:

import noveum_trace
 
noveum_trace.init(
    api_key="nv_your_api_key",
    project="my-ai-app"
)

2. View in Dashboard

Monitor your traces in real-time through the Noveum dashboard:

• Track LLM calls and agent interactions
• Analyze performance and costs
• Filter and search across all traces

3. Evaluate & Optimize

Use Noveum products to improve your AI systems:

• NovaEval - Automated quality evaluation
• NovaPilot - AI-powered insights and recommendations
• Noveum SDK - Build custom workflows and integrations

Platform Architecture

The Noveum platform is built on three core pillars:

📡 Data Collection

• Lightweight Python SDK
• Automatic instrumentation for popular frameworks
• OpenTelemetry-compatible trace format
• Minimal performance overhead

💾 Data Storage & Processing

• Scalable trace storage
• Real-time indexing and search
• Historical data retention
• Privacy and security built-in

📊 Visualization & Analysis

• Interactive dashboard with drill-down capabilities
• Automated evaluation with NovaEval
• AI-powered insights with NovaPilot
• REST API for custom integrations

Support & Resources

• Platform: https://noveum.ai/
• Documentation: https://noveum.ai/docs
• Email: support@noveum.ai
• Community: Join our developer community

Next Steps

Ready to explore the platform? Start with the Dashboard Overview or dive into the Python SDK!