Proven shared components,
plugged in via pip

You don't re-machine the engine and wheels every time

Just as a carmaker shares proven engines, transmissions, and electronics across many models, Brie builds core parts like LLM calls, Google APIs, and document parsing well once and reuses them across every project. Improve a part in one place, and every car (project) that uses it gets better together.

• Reuse proven parts → never build the same bug twice
• Pin versions with tags → managed safely per project
• When a new LLM or feature arrives, swap just the part and it applies everywhere