lackpy

Python that lacks most of Python. A micro-inferencer that translates natural language intent into sandboxed tool-composition programs.

What it does

$ lackpy -c "read file main.py and count its lines" --profile read_file,find_files

lackpy takes an intent, generates a restricted Python program using a local model you configure (any Ollama-served coder model), validates it against a strict AST whitelist, and runs it with traced tool calls. One MCP call replaces N tool round-trips.

Install

pip install lackpy            # runtime + local/cloud model inference (via woollama)
pip install lackpy[full]      # + all optional features (sandbox, mcp, blq, …)

pip install lackpy-lang       # JUST the language (grammar/validator/grader/spec),
                              # no runtime — for tools that only reason about programs

Model inference is built in — calls route through woollama's core (a dependency), so local Ollama and cloud backends (Anthropic, OpenAI, …) all work without a per-vendor extra; cloud backends just need the relevant API key in your environment.

lackpy and lackpy-lang share the lackpy namespace (PEP 420); neither ships a top-level lackpy/__init__.py, so import from submodules (from lackpy.lang import validate, from lackpy.service import LackpyService).

Development (monorepo)

This repo builds two distributions. For a working editable checkout, install both — lackpy pins lackpy-lang, which isn't on PyPI until its own tag, so install the local copy first:

pip install -e ./packages/lackpy-lang -e ".[dev]"

Quick start

lackpyctl init --ollama-url http://localhost:11434   # writes .lackpy/config.toml
lackpy -c "find all python files" --profile read_file,find_files

lackpyctl init wires a local Ollama model into the inference order — pick the model with --ollama-model (the choice is per-machine, not a package default). Without it, only the deterministic templates/rules tiers run and compositional intents won't generate.

from lackpy.service import LackpyService
from lackpy.kit.toolbox import ToolSpec, ArgSpec
import asyncio

async def main():
    svc = LackpyService()
    result = await svc.delegate("read file README.md", profile=["read_file"])
    print(result["output"])

asyncio.run(main())

Documentation

Full docs at lackpy.readthedocs.io:

• Getting Started
• Tutorial
• API Reference

Part of the Rigged Suite

lackpy is part of the Rigged developer tool suite but is independently installable.

License

MIT