NeMo Guardrails is an open-source Python toolkit that enables developers to easily add programmable guardrails to LLM-based conversational systems. It provides configurable constraints to control what LLM outputs can include, such as topic restrictions, content filtering, and output validation. The toolkit integrates with LLM workflows to intercept and sanitize responses based on defined rules.