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.


To set up OpenLLMetry, follow these steps:

  1. Install the SDK:
pip install traceloop-sdk
  1. Instantiate the SDK:
from traceloop.sdk import Traceloop


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


Further Reading