Neatlogs Instrumentations

Neatlogs OpenTelemetry-compatible instrumentations for AI agent ecosystems.

Install

Install from PyPI:

pip install neatlogs-instrumentations

If you need Azure AI Inference support:

pip install "neatlogs-instrumentations[azure-ai-inference]"

Quickstart (Azure AI Inference)

This package provides an OpenTelemetry BaseInstrumentor for the azure.ai.inference.ChatCompletionsClient.complete method.

from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import SimpleSpanProcessor, ConsoleSpanExporter

from neatlogs_instrumentation_azure_ai_inference.instrumentor import (
    AzureAIInferenceInstrumentor,
)


provider = TracerProvider()
provider.add_span_processor(SimpleSpanProcessor(ConsoleSpanExporter()))

AzureAIInferenceInstrumentor().instrument(tracer_provider=provider)

To confirm it is installed:

python -c "from neatlogs_instrumentation_azure_ai_inference.instrumentor import AzureAIInferenceInstrumentor; print(AzureAIInferenceInstrumentor)"