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Documentation Index

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Netra is a comprehensive platform for AI application observability, designed to provide deep insights into your AI systems while ensuring data privacy and security. The platform consists of:
  • SDKs: Multi-language libraries for instrumenting your AI applications
  • Dashboard: Web-based interface for monitoring and analyzing AI system performance
  • Analytics Engine: Advanced analysis capabilities for AI-specific metrics
  • Security Suite: Comprehensive protection against AI-specific security threats

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Platform Overview

Netra provides a complete solution for monitoring, analyzing, and securing your AI applications:

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SDKs (Current and Future)

  • Python SDK (Current): Comprehensive library for Python-based AI applications
  • Future SDKs (Planned):
    • JavaScript/TypeScript SDK
Each SDK is designed to work seamlessly with the Netra platform, providing consistent observability across different programming languages and environments.

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Unified Dashboard

The Netra dashboard offers a centralized interface for:
  • Real-time monitoring of AI system performance
  • Detailed analytics and visualization
  • Security threat detection and response
  • Alert management
  • Team collaboration features

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AI-Specific Analytics

Netra’s analytics engine provides specialized insights for AI applications:
  • LLM performance metrics
  • Vector database optimization
  • Prompt engineering analysis
  • Model behavior patterns
  • Resource utilization
  • Cost optimization recommendations

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Security Suite

Comprehensive security features including:
  • PII detection and protection
  • Prompt injection prevention

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Key Capabilities

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Comprehensive AI Observability

Netra provides end-to-end visibility across your AI infrastructure:
  • LLM Call Monitoring: Track interactions with Large Language Models across multiple providers
  • Vector Database Operations: Monitor vector database performance and patterns
  • HTTP Request Tracing: Track internal and external communications
  • Resource Utilization: Monitor compute and memory usage
  • Cost Analysis: Track and optimize AI-related expenses

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Privacy & Security

Advanced protection features:
  • Multi-Engine PII Detection: Default, Presidio, and custom Regex patterns
  • Configurable Actions: Masking, blocking, or flagging sensitive data
  • Comprehensive Coverage: Names, addresses, financial info, medical records
  • Real-time Processing: Immediate detection and response
  • Context-aware Detection: Smart PII recognition
  • Security Scanning: Prompt injection prevention

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Multi-Language Support

Current and planned language support:
  • Current: Python
  • Planned: JavaScript/TypeScript

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Integration Capabilities

Supports integration with:
  • LLM Providers: OpenAI, Anthropic, Google GenAI, Mistral, and more
  • Vector Databases: Weaviate, Qdrant, Pinecone, and others
  • AI Frameworks: LangChain, LlamaIndex, Haystack, and more
  • Observability Backends: OpenTelemetry-compatible systems

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Enhanced Insights

Powerful analytics features:
  • Session Management: Track user interactions with custom attributes
  • Event Logging: Record business events with detailed attributes
  • Span Tracking: Detailed tracking of API calls and operations
  • Cost Analysis: Track and optimize AI-related expenses
  • Performance Metrics: Monitor LLM and vector database performance

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Flexible Configuration

Configurable options:
  • Environment Variables: Easy management across environments
  • Programmatic Configuration: Fine-grained control
  • Configuration Precedence: Clear hierarchy of settings
  • Custom Instrumentation: Select specific integrations
  • Security Policies: Define and enforce security rules

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Why Choose Netra?

  • Unified Platform: Single solution for AI observability
  • Multi-Language Support: Works with various programming languages
  • AI-Specific Analytics: Specialized metrics and insights
  • Advanced Security: Comprehensive protection
  • Scalable Architecture: Handles applications of any size
  • Open Standards: Built on OpenTelemetry
  • Customizable: Tailored to your needs
  • Enterprise-Ready: Secure and reliable

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