Arize Phoenix

Integrate Arize Phoenix observability with PraisonAI agents

Arize Phoenix Integration

Arize Phoenix provides LLM observability with OpenInference.

Setup

pip install arize-phoenix openinference-instrumentation
export PHOENIX_API_KEY=xxx
export PHOENIX_COLLECTOR_ENDPOINT=https://app.phoenix.arize.com/

Usage

Auto-Instrumentation (Recommended)

from praisonai_tools.observability import obs
from praisonaiagents import Agent

obs.init(provider="arize_phoenix")

# Everything is auto-traced - no wrappers needed!
agent = Agent(
    name="Assistant",
    instructions="You are a helpful assistant.",
    model="gpt-4o-mini",
)

response = agent.chat("Hello!")
print(response)

Explicit Tracing (For Fine Control)

from praisonai_tools.observability import obs

obs.init(provider="arize_phoenix", auto_instrument=False)

with obs.trace("workflow"):
    # Your agent code
    pass