NVIDIA has unveiled NeMo Guardrails, an open source software designed to ensure safety and precision for generative AI models like ChatGPT. The software aims to establish a set of guidelines and tools to guarantee the accuracy and security of applications driven by extensive language models.
NeMo Guardrails is made up of kits, such as LangChain, which provide developers with easy-to-use templates and patterns. These kits allow developers to define desired user actions by adding rules to apps powered by language models like GPT-4. The software offers three levels of guardrails that monitor and dictate interactions with applications such as ChatGPT.
By implementing NeMo Guardrails, developers can set limits on applications to avoid off-topic answers, restrict unsecured connections, and prevent the execution of malicious code. These guardrails act as boundaries, safeguarding the interactions to ensure they remain within the established domain.
One of the main concerns with AI-powered chatbots is their tendency to produce false information, inappropriate content, or toxic responses. NeMo Guardrails address this issue by applying security measures to ensure the responses are reliable and appropriate. They also prevent humans from circumventing the rules and obtaining unauthorized information.
NeMo Guardrails is based on NVIDIA’s Colang language, specifically developed for conversational AI. These railings act as intermediaries between the users and the application, monitoring and controlling communication to maintain the model within the desired parameters.
The three categories of guardrails offered by NeMo Guardrails operate at different levels. Topical railings keep conversations on topic and redirect them when necessary. Safety railings ensure not only accurate responses but also prevent users from bypassing the rules to obtain unauthorized information. The final category, guardrails, focus on protecting the system from external attacks, preventing the execution of malicious code or unauthorized application calls.
NVIDIA has announced that NeMo Guardrails will be made available on GitHub and the NVIDIA AI Enterprise platform. As an open-source software, it will be supported by the community to further its development.
Overall, NeMo Guardrails provide an essential framework for developers to enhance the safety and precision of generative AI models like ChatGPT. By implementing these guardrails, developers can establish guidelines that promote reliable and appropriate interactions while protecting the system from potential threats.
