Large language models (LLMs) have immense potential for the future of individuals and enterprises. However, along with these exciting opportunities, they also bring new and complex adversaries and risks related to jailbreaks, privacy, misinformation, hallucinations, toxicity, copyrights, security, legal, bias, regulations, etc. that must be navigated. When we use LLMs and Generative AI in enterprise applications, evaluating their capabilities as well as limitations is very important. In other words, making sure LLM application is in alignment with functional and non-functional requirements and is also safe and robust against adversarial queries.

LLMInspector is a comprehensive framework designed for testing of alignment as well as adversaries in Large Language Models (LLMs). The framework is tailored to address the unique challenges associated with ensuring the responsible and effective deployment of powerful language models for enterprises in production.