1. Installation
Install the traceAI and Portkey packages.
pip install portkey_ai traceAI-portkey
2. Set Environment Variables
Set up your environment variables to authenticate with both FutureAGI and Portkey.
import os
os.environ["FI_API_KEY"] = "your-futureagi-api-key"
os.environ["FI_SECRET_KEY"] = "your-futureagi-secret-key"
os.environ["PORTKEY_VIRTUAL_KEY"] = "your-portkey-virtual-key"
3. 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="portkey_project",
)
4. Instrument your Project
Instrument your project to enable automatic tracing.
from traceai_portkey import PortkeyInstrumentor
PortkeyInstrumentor().instrument(tracer_provider=tracer_provider)
5. Interact with Portkey
Interact with Portkey as you normally would. Our Instrumentor will automatically trace and send the telemetry data to our platform.
client = Portkey(virtual_key=os.environ["PORTKEY_VIRTUAL_KEY"])
completion = client.chat.completions.create(
model="gpt-4o",
messages=[{"role": "user", "content": "Write a 6-word story about a robot who discovers music."}]
)
print(completion.choices[0].message.content)
