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OPENLLMETRY
Open-source observability for your GenAI or LLM application
Apache-2.0
ABOUT
Engineering teams lack visibility into LLM API calls, token costs, latency, and vector database performance in production. OpenLLMetry provides drop-in OpenTelemetry instrumentation that automatically traces LLM requests, framework chains, and retrieval operations, enabling teams to debug failures, optimize costs, and monitor performance without vendor lock-in.
INSTALL
pip install traceloop-sdkINTEGRATION GUIDE
1. Monitor production LLM latency and token consumption across providers
2. Debug RAG pipelines by tracing vector DB queries and LLM retrieval calls
3. Track AI agent workflows and correlate user feedback over sessions
TAGS
observabilityopentelemetryllmgenaitracingmonitoringpythontypescript