respan-instrumentation-smolagents 0.1.0

Respan instrumentation plugin for smolagents

respan-instrumentation-smolagents

Respan instrumentation plugin for smolagents. Wraps OpenInference's smolagents instrumentor and translates spans into the Respan tracing shape automatically.

Configuration

1. Install

pip install respan-ai respan-instrumentation-smolagents

2. Set Environment Variables

Variable	Required	Description
RESPAN_API_KEY	Yes	Your Respan API key. Authenticates trace export.
RESPAN_BASE_URL	No	Defaults to https://api.respan.ai/api.

Quickstart

import os

from dotenv import load_dotenv
from respan import Respan
from respan_instrumentation_smolagents import SmolagentsInstrumentor
from smolagents import CodeAgent, LiteLLMModel

load_dotenv()

respan_api_key = os.environ["RESPAN_API_KEY"]
respan_base_url = os.getenv("RESPAN_BASE_URL", "https://api.respan.ai/api")

respan = Respan(
    api_key=respan_api_key,
    base_url=respan_base_url,
    instrumentations=[SmolagentsInstrumentor()],
)

model = LiteLLMModel(
    model_id="openai/gpt-4o-mini",
    api_key=respan_api_key,
    api_base=respan_base_url,
)
agent = CodeAgent(tools=[], model=model)

print(agent.run("Return a one-sentence explanation of recursion."))
respan.flush()

Further Reading

See the Respan example projects for runnable scripts.