1. Installation
Install the traceAI and Groq packages.
2. Set Environment Variables
Set up your environment variables to authenticate with both FutureAGI and Groq.
import os
os.environ["FI_API_KEY"] = "your-futureagi-api-key"
os.environ["FI_SECRET_KEY"] = "your-futureagi-secret-key"
os.environ["GROQ_API_KEY"] = "your-groq-api-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="groq_project",
)
4. Instrument your Project
Instrument your project to enable automatic tracing.
from traceai_groq import GroqInstrumentor
GroqInstrumentor().instrument(tracer_provider=trace_provider)
5. Interact with Groq
Interact with Groq as you normally would. Our Instrumentor will automatically trace and send the telemetry data to our platform.
from groq import Groq
client = Groq()
chat_completion = client.chat.completions.create(
messages=[
{
"role": "system",
"content": "you are a helpful assistant."
},
{
"role": "user",
"content": "Explain the importance of fast language models",
}
],
model="llama-3.3-70b-versatile",
)
print(chat_completion.choices[0].message.content)
