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Summarize NeMo Guardrails’ documented safety capabilities

Python

Print a concise, read-only summary of the safety capability names stated in the supplied NeMo Guardrails overview text.

Python code excerpt: Summarize NeMo Guardrails’ documented safety capabilities. Version 0.1.0. Read the full recipe for code, sources and recorded test scope.

Use this when you want a quick inventory of the safety capabilities described in a saved copy of the official overview, without fetching documentation or calling a service. Save the supplied overview text to a UTF-8 file first; the script treats that file as data and prints only the named capability categories it can find.

Before you start

  • Save the supplied official overview text as `nemo_guardrails_overview.txt` in the script’s working directory, encoded as UTF-8.
  • The script uses only Python’s standard library; no package installation, credentials, network access, or NeMo Guardrails runtime is required.
  • Capability names are matched as exact case-sensitive substrings, so this reports names present in that saved text, not a complete or version-independent feature inventory.

Build and check

  1. Save the overview text from the supplied source as `nemo_guardrails_overview.txt`.
  2. Save the example as `summarize_capabilities.py` in the same directory.
  3. Run `python summarize_capabilities.py` using Python 3.9 or later; this version floor is based on the standard-library features used, not a NeMo Guardrails requirement.
  4. Review the printed list against the source text; the script does not access the remote documentation or infer missing capabilities.

Limits to understand

  • The supplied documentation establishes the listed safety approaches, but does not provide an endpoint for this task; therefore the example reads a local copy and makes no API request.
  • The extracted list is deliberately limited to the exact capability labels visible in the provided overview text; it does not establish current support or behavior for a particular NeMo Guardrails release.
  • The provided repository excerpt does not establish an exact release requirement for NeMo Guardrails, and this standalone text-processing example does not require that package.
  • The sample is proposed code displayed as data and has not been run or tested; independently test it before publication.
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Default example ready.

Python example
# SPDX-License-Identifier: MIT
# Copyright (c) 2026 OpenViST contributors
from pathlib import Path
import sys

SOURCE = Path("nemo_guardrails_overview.txt")
CAPABILITIES = (
    "LLM self-checking",
    "NVIDIA safety models",
    "Community models",
    "Third-party APIs",
    "Self-check jailbreak detection",
    "Heuristic detection",
    "NVIDIA NemoGuard",
    "Third-party integrations",
)


def main() -> int:
    try:
        text = SOURCE.read_text(encoding="utf-8")
    except FileNotFoundError:
        print(f"Input file not found: {SOURCE}", file=sys.stderr)
        return 1
    except (OSError, UnicodeError) as exc:
        print(f"Could not read UTF-8 input: {exc}", file=sys.stderr)
        return 1

    found = [name for name in CAPABILITIES if name in text]
    if not found:
        print("No listed safety capabilities found; check that this is the expected overview text.", file=sys.stderr)
        return 2

    print("Safety capabilities named in the supplied overview:")
    for name in found:
        print(f"- {name}")
    return 0


if __name__ == "__main__":
    raise SystemExit(main())
What to verify after running
  • Confirm the input file exists, is UTF-8, and contains the expected overview excerpt; a missing or unreadable file should produce an error on standard error and a nonzero exit status.
  • Check that the output contains only capability labels actually present in the supplied text, in the order listed in the script.
  • Try a file containing none of the listed labels and confirm the script reports no matches and exits with status 2.
  • Compare the result with the source text; exact substring matching can miss spelling or capitalization changes.

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Official sources and related profiles

    Code license: MIT. Keep the license notice with your copy.

    Example version 0.1.0 · Documentation reviewed 2026-10-07.

    Executed 4 synthetic local fixture cases in browser Python (Python 3.14.2 / browser Pyodide 314.0.7). All expected exit codes and declared output assertions passed. Live services, native system behavior and production deployment remain outside this scope.