Elastic APM

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Overview

Elastic APM is a powerful solution for monitoring the performance of your applications. As Elastic APM is OpenTelemetry (OTel) compatible by default, you can easily integrate it with Langtrace to monitor your LLM applications.

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Environment Variables

Set up the following environment variables to enable OpenTelemetry tracing and send traces to Elastic APM:

export OTEL_EXPORTER_OTLP_ENDPOINT="https://abcd1234.apm.us-central1.gcp.cloud.es.io:443"  # Your Elastic OTEL endpoint
export OTEL_EXPORTER_OTLP_HEADERS="Authorization=Bearer <secret>"
export OTEL_RESOURCE_ATTRIBUTES="service.name=rag-app-demo,service.version=0.0.1,deployment.environment=production"

export LANGTRACE_API_HOST="<https://your-elastic-apm-endpoint:443/v1/traces>"
export LANGTRACE_HEADERS="Authorization=Bearer your-elastic-apm-token"
export OTEL_SERVICE_NAME=your-elastic-service

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Additional Resources

• Elastic APM Documentation
• Elastic Observability Documentation
• Langtrace AI Documentation
• Elastic Community