Skip to main content

DSPy CodeInterpreter implementation using Monty, a secure Python interpreter written in Rust

Project description

dspy-monty-interpreter

DSPy CodeInterpreter implementation using Monty, a secure Python interpreter written in Rust.

The Monty team points out, "This project is still in development, and not ready for the prime time." It uses a small subset of the standard library (sys, os, typing, asyncio, re, datetime, json) and can't yet define classes or use match statements.

That said: Monty is fast. For many RLM use cases, Monty is my daily driver.

Installation

pip install dspy-monty-interpreter

Requires pydantic-monty>=0.0.10.

Usage

import dspy
from dspy_monty_interpreter import MontyInterpreter

interpreter = MontyInterpreter()
rlm = dspy.RLM("context -> answer", interpreter=interpreter)
result = rlm(context="What is 2 + 2?")

Standalone usage

from dspy_monty_interpreter import MontyInterpreter

interp = MontyInterpreter()

# Basic execution
interp.execute("x = 42")
interp.execute("print(x + 8)")  # returns "50"

# State persists across calls
interp.execute("def double(n):\n    return n * 2")
interp.execute("double(21)")  # returns "42"

# With tools
def lookup(key: str) -> str:
    return "some value"

interp = MontyInterpreter(tools={"lookup": lookup})
interp.execute('result = lookup(key="foo")\nprint(result)')

Why Monty?

  • Fast: Microsecond startup (no subprocess, no WASM bootstrap)
  • Secure: No filesystem, network, or environment access by default
  • Lightweight: Pure Rust, no Deno/Pyodide dependency

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

dspy_monty_interpreter-0.2.1.tar.gz (16.7 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

dspy_monty_interpreter-0.2.1-py3-none-any.whl (5.9 kB view details)

Uploaded Python 3

File details

Details for the file dspy_monty_interpreter-0.2.1.tar.gz.

File metadata

  • Download URL: dspy_monty_interpreter-0.2.1.tar.gz
  • Upload date:
  • Size: 16.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? No
  • Uploaded via: twine/6.2.0 CPython/3.12.4

File hashes

Hashes for dspy_monty_interpreter-0.2.1.tar.gz
Algorithm Hash digest
SHA256 8ac770a94986bcbe2057fb96c645726b27d57110f1bb9e66f50274fdc08625c9
MD5 07d485bc88ddb19dda232644d0ec1b00
BLAKE2b-256 9043f0953b614908975ad736834d3571318f70909f2f320bee0b87a0067c4856

See more details on using hashes here.

File details

Details for the file dspy_monty_interpreter-0.2.1-py3-none-any.whl.

File metadata

File hashes

Hashes for dspy_monty_interpreter-0.2.1-py3-none-any.whl
Algorithm Hash digest
SHA256 5cc139c3bd8a80e9965284c0b58d3ae8630e4cf352ebc7a5a87d47da448c4d0b
MD5 28e455b1c4b01b6a2aaedd7f79757a77
BLAKE2b-256 f905b3e876595e70d7feb53a9ee137a2d23ad08b61f35349a157d72ab2104e93

See more details on using hashes here.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page