traceAI

Trace LLM calls, retrieval steps, and agent actions with fi-instrumentation-otel plus one traceai-* package per framework. Call register() once, then auto-instrument your stack. Available in Python, TypeScript, Java, and C#.

pip install fi-instrumentation-otel traceai-openai

from fi_instrumentation import register
from fi_instrumentation.fi_types import ProjectType

trace_provider = register(
    project_name="my-project",
    project_type=ProjectType.OBSERVE,
)

from traceai_openai import OpenAIInstrumentor
OpenAIInstrumentor().instrument(tracer_provider=trace_provider)

# All OpenAI calls are now traced
# Traces appear in your Future AGI dashboard under "my-project"

Supported instrumentors

Each instrumentor is lightweight and independent. Install only the ones for frameworks you actually use. For per-framework setup, see Integrations.

Full reference