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Meme Sommelier: a multimodal ML + VLM workbench for Memotion7K meme humor analysis. Combines text, image, CLIP fusion, Gemini-generated H-layer mechanisms, unsupervised clustering, and a Streamlit agent to explain why memes land or fail.