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.dev202601261217.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.dev202601261217.tar.gz.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202601261217.tar.gz
Algorithm Hash digest
SHA256 50782c960d698f6018b8e81b01e827204a752b769f47a09cd616aad987ccf01f
MD5 7e7c14581b3232eed5c82774813fd2e1
BLAKE2b-256 4c119c62b3fb018102a4fb583b7a43add16278cedbae46e0bc68af4bf9031d77

See more details on using hashes here.

File details

Details for the file ragbits_guardrails-1.4.0.dev202601261217-py3-none-any.whl.

File metadata

File hashes

Hashes for ragbits_guardrails-1.4.0.dev202601261217-py3-none-any.whl
Algorithm Hash digest
SHA256 5b8be8fad6ba9e6080ee461034d5a3db5e3abb3130a64abc9484766720aa3fcf
MD5 2e530221e54d97af3ba67af14e521afc
BLAKE2b-256 17a689e3cf74d690d88ff454b5beaffb2591a9bbefa9a22695de7d72b7ee8ee8

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