This is a proof-of-concept application that utilizes the OpenAI API to embed the secrets of a LLM's knowledge.

This project focuses on social media multimodal hate detection, addressing challenges such as image–text semantic inconsistency, implicit references, and sarcastic/ironic expressions. We develop a CLIP + LLMs based framework for multimodal representation learning and semantic alignment. Prompt Engineering (PE) optimizes LLM output, while multi-LLM