Custom Integration

How to trace your custom agentic framework with OpenInference + Patronus using OpenAI or Anthropic models.

If you have an internal agent framework that calls OpenAI or Anthropic models directly, you can attach Percival/Patronus tracing with a few lines of code.

OpenAI Instrumentation

pip install patronus
pip install openai
pip install openinference-instrumentation-openai
pip install opentelemetry-instrumentation-threading
pip install opentelemetry-instrumentation-asyncio

Once installed, you can import the following instrumentors:

from openinference.instrumentation.openai import OpenAIInstrumentor
from opentelemetry.instrumentation.threading import ThreadingInstrumentor
from opentelemetry.instrumentation.asyncio import AsyncioInstrumentor
 
import patronus
patronus.init(integrations=[OpenAIInstrumentor(), ThreadingInstrumentor(), AsyncioInstrumentor()])

Anthropic Instrumentation

pip install patronus
pip install anthropic
pip install openinference-instrumentation-anthropic
pip install opentelemetry-instrumentation-threading
pip install opentelemetry-instrumentation-asyncio

Once installed, you can import the following instrumentors:

from openinference.instrumentation.anthropic import AnthropicInstrumentor
from opentelemetry.instrumentation.threading import ThreadingInstrumentor
from opentelemetry.instrumentation.asyncio import AsyncioInstrumentor
 
import patronus
patronus.init(integrations=[AnthropicInstrumentor(), ThreadingInstrumentor(), AsyncioInstrumentor()])

Custom Integration

OpenAI Instrumentation

Anthropic Instrumentation

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