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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 links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.6.2)

2 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for ds-admin from gravatar.com ds-admin Avatar for mhordynski from gravatar.com mhordynski

Credits

Author: deepsense.ai

License expression

MIT
View SPDX License List

Requires

Python >=3.10

Provides Extra

openai

Tags

Evaluation GenAI Generative AI LLMs Large Language Models RAG Retrieval Augmented Generation

Classifiers

Report project as malware

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