- Installation
Install the traceAI and Crew packages
pip install traceAI-crewai crewai crewai_tools
2. Set Environment Variables
Set up your environment variables to authenticate with both FutureAGI and OpenAI.
import os
os.environ["OPENAI_API_KEY"] = "your-openai-api-key"
os.environ["FI_API_KEY"] = "your-futureagi-api-key"
os.environ["FI_SECRET_KEY"] = "your-futureagi-secret-key"
4. Initialize Trace Provider
Set up the trace provider to create a new project in FutureAGI, establish telemetry data pipelines .
from fi_instrumentation import register
from fi_instrumentation.fi_types import ProjectType
trace_provider = register(
project_type=ProjectType.OBSERVE,
project_name="crewai_project",
)
4. Instrument your Project
Initialize the Crew AI instrumentor to enable automatic tracing.
from traceai_crewai import CrewAIInstrumentor
CrewAIInstrumentor().instrument(tracer_provider=trace_provider)
5. Run Crew AI
Run your Crew AI application as you normally would. Our Instrumentor will automatically trace and send the telemetry data to our platform.
from crewai import LLM, Agent, Crew, Process, Task
from crewai_tools import SerperDevTool
def story_example():
llm = LLM(
model="gpt-4",
temperature=0.8,
max_tokens=150,
top_p=0.9,
frequency_penalty=0.1,
presence_penalty=0.1,
stop=["END"],
seed=42,
)
writer = Agent(
role="Writer",
goal="Write creative stories",
backstory="You are a creative writer with a passion for storytelling",
allow_delegation=False,
llm=llm,
)
writing_task = Task(
description="Write a short story about a magical forest",
agent=writer,
expected_output="A short story about a magical forest",
)
crew = Crew(agents=[writer], tasks=[writing_task])
# Execute the crew
result = crew.kickoff()
print(result)
if __name__ == "__main__":
story_example()