Flowlines SDK for Python — Integration Guide

Flowlines is an observability and memory SDK for LLM-powered Python applications. It instruments LLM provider APIs using OpenTelemetry, automatically capturing requests, responses, timing, and errors, and exports them to the Flowlines backend.

Step 1: Install the SDK

Requires Python 3.10+.

pip install flowlines

Then install instrumentation extras for the providers used in the project:

# Single provider
pip install "flowlines[openai]"