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56 lines
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56 lines
1.5 KiB
Markdown
---
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title: OpenLLMetry
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weight: 2300
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aliases: [ ../frameworks/openllmetry/ ]
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---
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# OpenLLMetry
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OpenLLMetry from [Traceloop](https://www.traceloop.com/) is a set of extensions built on top of [OpenTelemetry](https://opentelemetry.io/) that gives you complete observability over your LLM application.
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OpenLLMetry supports instrumenting the `qdrant_client` Python library and exporting the traces to various observability platforms, as described in their [Integrations catalog](https://www.traceloop.com/docs/openllmetry/integrations/introduction#the-integrations-catalog).
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This page assumes you're using `qdrant-client` version 1.7.3 or above.
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## Usage
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To set up OpenLLMetry, follow these steps:
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1. Install the SDK:
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```console
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pip install traceloop-sdk
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```
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1. Instantiate the SDK:
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```python
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from traceloop.sdk import Traceloop
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Traceloop.init()
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```
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You're now tracing your `qdrant_client` usage with OpenLLMetry!
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## Without the SDK
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Since Traceloop provides standard OpenTelemetry instrumentations, you can use them as standalone packages. To do so, follow these steps:
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1. Install the package:
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```console
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pip install opentelemetry-instrumentation-qdrant
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```
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1. Instantiate the `QdrantInstrumentor`.
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```python
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from opentelemetry.instrumentation.qdrant import QdrantInstrumentor
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QdrantInstrumentor().instrument()
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```
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## Further Reading
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- 📚 OpenLLMetry [API reference](https://www.traceloop.com/docs/api-reference/introduction)
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- 📄 [Source Code](https://github.com/traceloop/openllmetry/tree/main/packages/opentelemetry-instrumentation-qdrant)
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