openarmature 0.5.0

Workflow framework for LLM pipelines and tool-calling agents.

openarmature-python

Python reference implementation of OpenArmature — a workflow framework for LLM pipelines and tool-calling agents.

Status: alpha. Implemented against spec v0.10.0.

Install

Not yet on PyPI. For local use, install from a checkout:

uv add --editable /path/to/openarmature-python

Quick example

import asyncio
from typing import Annotated

from pydantic import Field

from openarmature.graph import END, GraphBuilder, State, append


class S(State):
    log: Annotated[list[str], append] = Field(default_factory=list)


async def hello(_state: S) -> dict[str, list[str]]:
    return {"log": ["hello"]}


async def world(_state: S) -> dict[str, list[str]]:
    return {"log": ["world"]}


graph = (
    GraphBuilder(S)
    .add_node("hello", hello)
    .add_node("world", world)
    .add_edge("hello", "world")
    .add_edge("world", END)
    .set_entry("hello")
    .compile()
)

final = asyncio.run(graph.invoke(S()))
print(final.log)  # ['hello', 'world']

See tests/conformance/ for fixtures covering conditional routing, subgraph composition, and the canonical compile- and runtime-error categories.

Spec

The spec lives in openarmature-spec and is pinned here as a git submodule. Conformance fixtures from the spec are exercised by tests/conformance/.

The pinned spec version is recorded in tool.openarmature.spec_version (in pyproject.toml) and exposed as openarmature.__spec_version__.

License

Apache-2.0.