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.dev202602190302.tar.gz (4.0 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.dev202602190302.tar.gz.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202602190302.tar.gz
Algorithm Hash digest
SHA256 001f39da46dbdcf6ddb3e4be601b1586bf2ecc6971c186bb86358329881b98a6
MD5 4ba8556a99e88f5064fa57b88fd1890d
BLAKE2b-256 25f752e963d2f7e0f31760e9e104757d37d5a954beb76eb8b6fdfc7b87925c18

See more details on using hashes here.

File details

Details for the file ragbits_guardrails-1.4.0.dev202602190302-py3-none-any.whl.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202602190302-py3-none-any.whl
Algorithm Hash digest
SHA256 bf7c8a3deb9bae65c39c89c5370b66a0392f9c5c675bbbc292a9335640d238ab
MD5 bcf7d799552a341aaf918ad4b71bcc88
BLAKE2b-256 258a3680506d8e59540ef2708b54d6e9e3747965dd65bdf3d1cc376a3d864f8d

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