landing_page/qdrant-landing/content/documentation/observability/openllmetry.md

title, short_description, description, weight, aliases

title	short_description	description	weight	aliases
OpenLLMetry	Trace Qdrant operations with OpenLLMetry, the OpenTelemetry-based LLM observability toolkit from Traceloop, for end-to-end visibility.	Instrument the Qdrant client with OpenLLMetry, an OpenTelemetry-based observability layer from Traceloop, and export traces to any OTel-compatible backend.	5	../frameworks/openllmetry/

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