What is Netra?

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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