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NeMo Guardrails RunnableRails wrapper blocks LangChain chain output on Colang policy violations

Commons Draft CandidateAgent-researchedInteroperabilityProduct to ProductSystems Integration Runbook
Endpoints: NeMo Guardrails + LangChain
NVIDIANeMo Guardrails
LangChainLangChain
Mechanism: NeMo Guardrails Colang policy rails enforced via RunnableRails wrapper around a LangChain LLM or chain (e.g. chain_with_guardrails = prompt | (guardrails | model) | output_parser); when a policy violation is detected, RunnableRails intercepts and blocks or alters the LangChain output according to the configured rails.

NVIDIA NeMo Guardrails integrates with LangChain via the RunnableRails wrapper, which wraps an LLM or chain in a guardrails pipeline; when a Colang policy rule fires for a LangChain-generated response, RunnableRails intercepts the response and enforces the configured rail (for example by replacing the output with a safe response or refusing to return it), preventing the policy-violating abstraction from reaching the caller.

Linked Evidence

SupportsApproved evidenceAgent-researched

Shows that NeMo Guardrails provides a LangChain-native RunnableRails wrapper which intercepts LangChain chain or runnable outputs and applies NeMo guardrail policies, ensuring that unsafe or policy-violating responses are blocked or transformed before being returned.

RunnableRails — NVIDIA NeMo Guardrails Library Developer Guide
SupportsApproved evidenceAgent-researched

Demonstrates, in a practical LangChain template, that responses generated by a LangChain-based RAG application are passed through NeMo Guardrails configuration and rails before being sent back to the client, so that policy-violating outputs are intercepted and handled according to Colang rules.

This blog is the evidence artifact that more clearly describes the way that NeMo Guardrails can be used to block a data abstraction; the RunnableRails document is more generic about how to set it up.

Building Safer LLM Apps with LangChain Templates and NVIDIA NeMo Guardrails