Get Started

CT Toolkit adds identity protection to any LLM application in minutes. Choose your path:

• Quickstart

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  Go from zero to a protected agent in 5 minutes. Uses OpenAI by default.

  Quickstart guide

• Installation

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  Full installation options, virtual environments, and extra dependencies.

  Installation guide

• Local Models

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  Run CT Toolkit with Ollama, LM Studio, or any OpenAI-compatible local endpoint.

  Local models guide

• Your First Guardrail

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  Learn how to validate rules, handle violations, and use the Reflective Endorsement flow.

  First guardrail