openrsi 0.0.1

Toolkit for managing agentic self-improvement pipelines.

openrsi (Python)

Toolkit for managing agentic self-improvement pipelines.

Status: 0.0.1 placeholder. The API is an early sketch and will change.

Install

pip install openrsi

Usage

import asyncio
from openrsi import Pipeline, StepResult, define_step

pipeline = (
    Pipeline(name="demo", max_iterations=3)
    .add(define_step("evaluate", lambda ctx: StepResult("evaluate", improved=True)))
    .add(define_step("apply", lambda ctx: StepResult("apply", improved=False)))
)

results = asyncio.run(pipeline.run({"goal": "reduce latency"}))
print(results)

Develop

python -m venv .venv && source .venv/bin/activate
pip install -e ".[dev]"
pytest

License

MIT