Skip to main content

Guardrails module for Ragbits components

Project description

Ragbits Guardrails

Ragbits Guardrails is a Python package that contains utilities for ensuring the safety and relevance of responses generated by Ragbits components.

Installation

You can install the latest version of Ragbits Guardrails using pip:

pip install ragbits-guardrails

Quickstart

Example of using the OpenAI Moderation Guardrail to verify a message:

import asyncio
from ragbits.guardrails.base import GuardrailManager, GuardrailVerificationResult
from ragbits.guardrails.openai_moderation import OpenAIModerationGuardrail


async def verify_message(message: str) -> list[GuardrailVerificationResult]:
    manager = GuardrailManager([OpenAIModerationGuardrail()])
    return await manager.verify(message)


if __name__ == '__main__':
    print(asyncio.run(verify_message("Test message")))

Documentation

Project details


Release history Release notifications | RSS feed

Download files

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

Source Distribution

ragbits_guardrails-1.4.0.dev202601130240.tar.gz (4.1 kB view details)

Uploaded Source

Built Distribution

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

File details

Details for the file ragbits_guardrails-1.4.0.dev202601130240.tar.gz.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202601130240.tar.gz
Algorithm Hash digest
SHA256 9c548ad948bb00f7e530477a419635da726df029ec6f915c6009ff957ebcfd87
MD5 ece9c356ef9324d5fff63a918d087992
BLAKE2b-256 e3bb37edd0513b78bcd9184b23973dfc8d99cea2e9f9ab9de753dbb793bd9c85

See more details on using hashes here.

File details

Details for the file ragbits_guardrails-1.4.0.dev202601130240-py3-none-any.whl.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202601130240-py3-none-any.whl
Algorithm Hash digest
SHA256 f88c87ef80b73d0facda05bc5d4288273441a4f05628c7299265fd408f1a1318
MD5 e1b646cc20fb621b5447bda49e45511a
BLAKE2b-256 fb106dcde14111b1e532041d372b116434580473d541f3684380393e46d1bf54

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