# Netra

> AI application observability that provides OpenTelemetry-based monitoring, tracing, and PII protection for LLM and vector database applications. Enables easy instrumentation, session tracking, and privacy-focused data collection for AI systems in production environments.

## Docs

- [What is Netra?](https://keyvalue.mintlify.app/introduction.md): Comprehensive observability, privacy protection, and security for AI applications
- [Prompt Injection](https://keyvalue.mintlify.app/privacy-security/input-scanners/prompt-injection.md): Protect against prompt injection attacks in your applications
- [PII Detection](https://keyvalue.mintlify.app/privacy-security/pii-detection.md): Detect and mask sensitive information in your application
- [Python](https://keyvalue.mintlify.app/quick-start/python.md): Get started with Netra SDK in Python and begin monitoring your AI applications in just a few minutes
- [Python](https://keyvalue.mintlify.app/sdk/python.md): Welcome to the home of your new documentation
- [Custom Backend Integration](https://keyvalue.mintlify.app/tracing/advanced-config/custom-backend.md): Integrate Netra SDK with any OpenTelemetry-compatible observability backend
- [Environment Variables](https://keyvalue.mintlify.app/tracing/advanced-config/environment-variables.md): Configure Netra SDK using environment variables
- [Instrumentation Selection](https://keyvalue.mintlify.app/tracing/advanced-config/instrumentation-selection.md): Control which instrumentations are enabled in Netra SDK
- [Programmatic Configuration](https://keyvalue.mintlify.app/tracing/advanced-config/programatic-config.md): Configure Netra SDK programmatically
- [Auto Instrumentation](https://keyvalue.mintlify.app/tracing/auto-instrumentation.md): Learn about the approach of auto instrumentation
- [Decorators](https://keyvalue.mintlify.app/tracing/decorators.md): Easily instrument your code with our custom decorators `@workflow`, `@agent`, and `@task`
- [What's supported?](https://keyvalue.mintlify.app/tracing/instrumentations.md): Comprehensive list of all supported LLM providers, vector databases, HTTP clients, and frameworks
- [Manual Tracing](https://keyvalue.mintlify.app/tracing/manual-tracking.md): Track external API calls and custom operations with detailed observability
- [Session Tracking](https://keyvalue.mintlify.app/tracing/session.md): Track user sessions and add custom context

## Optional

- [Github](https://github.com/KeyValueSoftwareSystems/netra-sdk-py)
- [PyPI](https://pypi.org/project/netra-sdk/)