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All the instrumentations are provided as standard OpenTelemetry instrumentations so you can use them directly if you’re already using OpenTelemetry.

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Installation

Install the appropriate packages for the modules you want to use.

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LLM Foundation Models

ProviderPyPi Package Name
OpenAIopentelemetry-instrumentation-openai
Anthropicopentelemetry-instrumentation-anthropic
Bedrockopentelemetry-instrumentation-bedrock
Cohereopentelemetry-instrumentation-cohere

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Vector DBs

Vector DBPyPi Package Name
Chromaopentelemetry-instrumentation-chromadb
Pineconeopentelemetry-instrumentation-pinecone

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LLM Frameworks

FrameworkPyPi Package Name
Haystackopentelemetry-instrumentation-haystack
Langchainopentelemetry-instrumentation-langchain
LlamaIndexopentelemetry-instrumentation-llamaindex

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Usage

Instantiate the instrumentations you want to use and call instrument() to register them with OpenTelemetry. For example, to use the OpenAI instrumentation:
Python
from opentelemetry.instrumentation.openai import OpenAIInstrumentor

OpenAIInstrumentor().instrument()
If you’re setting OpenTelemetry’s TracerProvider manually, make sure to do this before calling instrument().