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Category: Developer tools
Outil IA: NeMo Guardrails

NeMo Guardrails

NeMo Guardrails

NeMo Guardrails is an innovative open source toolkit designed to add programmable guardrails to conversational applications based on the Large Language Model (LLM). It provides developers with a way to control and guide the output of LLMs, ensuring safer and more reliable interactions. With support for multiple LLMs and a range of guardrail types, NeMo Guardrails allows users to create applications that are both responsive and secure.

Main Features:

  1. Customizable guardrails: Set specific rules for your LLM’s behavior, like avoiding certain topics or following predefined conversation paths.
  2. Seamless integration: Connect your LLM to other services and tools securely, enhancing the application’s capabilities.
  3. Controllable Dialogues: Guide conversations with predefined flows, ensuring conversation design best practices are followed.
  4. Vulnerability Protection: Implement mechanisms to protect against common LLM vulnerabilities, such as jailbreaks and rapid injections.
  5. Language support: Compatible with various LLMs, including OpenAI GPT-3.5, GPT-4, LLaMa-2, Falcon, Vicuna, and Mosaic.

Use case:

  • Augmented recovery generation: Apply fact-checking and moderation in question-and-answer systems.
  • Domain-specific assistants: Ensure chatbots stay on topic and follow designed conversation flows.
  • LLM endpoints: Add guardrails to custom LLMs for more secure customer interactions.
  • LangChain Chains: Integrate guardrails into LangChain for improved control and security.

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