Custom Integration

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

Instrumenting In‑House Agents with Percival

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

1. OpenAI Instrumentation

# Install required packages
pip install openinference-instrumentation-openai \
            opentelemetry-instrumentation-threading \
            opentelemetry-instrumentation-asyncio \
            patronus

2. Anthropic Instrumentation

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

Tip Both snippets assume that the relevant environment variables (OPENAI_API_KEY, ANTHROPIC_API_KEY, etc.) are already set.

Custom Integration

Instrumenting In‑House Agents with Percival

1. OpenAI Instrumentation

2. Anthropic Instrumentation

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