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"""
Arize Phoenix Project Routing
=============================
Demonstrates sending traces from different agents to different Phoenix projects.
"""
import asyncio
import os
from agno.agent import Agent
from agno.db.in_memory import InMemoryDb
from agno.models.openai import OpenAIChat
from agno.tools.websearch import WebSearchTools
from agno.tools.yfinance import YFinanceTools
from openinference.instrumentation import dangerously_using_project
from phoenix.otel import register
from pydantic import BaseModel
# ---------------------------------------------------------------------------
# Setup
# ---------------------------------------------------------------------------
os.environ["PHOENIX_API_KEY"] = os.getenv("PHOENIX_API_KEY")
os.environ["PHOENIX_COLLECTOR_ENDPOINT"] = (
"https://app.phoenix.arize.com/" # Add the suffix for your organization
)
# Register a single tracer provider (project name here is the default)
tracer_provider = register(
project_name="default",
auto_instrument=True,
)
class StockPrice(BaseModel):
stock_price: float
class SearchResult(BaseModel):
summary: str
sources: list[str]
# ---------------------------------------------------------------------------
# Create Agents
# ---------------------------------------------------------------------------
# Agent 1 - Stock Price Agent
stock_agent = Agent(
name="Stock Price Agent",
model=OpenAIChat(id="gpt-4o-mini"),
tools=[YFinanceTools()],
db=InMemoryDb(),
instructions="You are a stock price agent. Answer questions in the style of a stock analyst.",
session_id="stock_session",
output_schema=StockPrice,
)
# Agent 2 - Search Agent
search_agent = Agent(
name="Search Agent",
model=OpenAIChat(id="gpt-4o-mini"),
tools=[WebSearchTools()],
db=InMemoryDb(),
instructions="You are a search agent. Find and summarize information from the web.",
session_id="search_session",
output_schema=SearchResult,
)
# ---------------------------------------------------------------------------
# Run Example
# ---------------------------------------------------------------------------
async def main() -> None:
# Run stock_agent and send traces to "default" project
with dangerously_using_project("default"):
await stock_agent.aprint_response(
"What is the current price of Tesla?", stream=True
)
# Run search_agent and send traces to "Testing-agno" project
with dangerously_using_project("Testing-agno"):
await search_agent.aprint_response(
"What is the latest news about AI?", stream=True
)
if __name__ == "__main__":
asyncio.run(main())
Run the Example
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# Clone and setup repo
git clone https://github.com/agno-agi/agno.git
cd agno/cookbook/92_integrations/observability
# Create and activate virtual environment
./scripts/demo_setup.sh
source .venvs/demo/bin/activate
# Export relevant API keys
export PHOENIX_API_KEY="***"
export PHOENIX_COLLECTOR_ENDPOINT="***"
python arize_phoenix_moving_traces_to_different_projects.py