OpenLLMetry

OpenLLMetry from Traceloop is a set of extensions built on top of OpenTelemetry that gives you complete observability over your LLM application.

OpenLLMetry supports instrumenting the qdrant_client Python library and exporting the traces to various observability platforms, as described in their Integrations catalog.

This page assumes you’re using qdrant-client version 1.7.3 or above.

Usage

To set up OpenLLMetry, follow these steps:

1. Install the SDK:

pip install traceloop-sdk

1. Instantiate the SDK:

from traceloop.sdk import Traceloop

Traceloop.init()

You’re now tracing your qdrant_client usage with OpenLLMetry!

Without the SDK

Since Traceloop provides standard OpenTelemetry instrumentations, you can use them as standalone packages. To do so, follow these steps:

1. Install the package:

pip install opentelemetry-instrumentation-qdrant

1. Instantiate the QdrantInstrumentor.

from opentelemetry.instrumentation.qdrant import QdrantInstrumentor

QdrantInstrumentor().instrument()

Further Reading

• 📚 OpenLLMetry API reference
• 📄 Source Code