Without OpenLLMetry SDK

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

Installation

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

Provider	PyPi Package Name
OpenAI	`opentelemetry-instrumentation-openai`
Anthropic	`opentelemetry-instrumentation-anthropic`
Bedrock	`opentelemetry-instrumentation-bedrock`
Cohere	`opentelemetry-instrumentation-cohere`

Vector DB	PyPi Package Name
Chroma	`opentelemetry-instrumentation-chromadb`
Pinecone	`opentelemetry-instrumentation-pinecone`

Framework	PyPi Package Name
Haystack	`opentelemetry-instrumentation-haystack`
Langchain	`opentelemetry-instrumentation-langchain`
LlamaIndex	`opentelemetry-instrumentation-llamaindex`

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().

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