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Detectors for the FMS Guardrails Orchestrator

FMS Guardrails Orchestrator is an open source project led by IBM which provides a server for invocation of detectors on text generation input and output, and standalone detections.

This repository is intended to provide a collection of detectors that are supported by the TrustyAI team.

Detectors

At the moment, the following detectors are supported:

  • huggingface -- a generic detector class that is intended to be compatible with any AutoModelForSequenceClassification or a specific kind of AutoModelForCausalLM, namely GraniteForCausalLM; this detector exposes /api/v1/text/contents and thus, could be configured to be a detector of type: text_contents within the FMS Guardrails Orchestrator framework. This detector is also intended to be deployed as a KServe inference service.