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CaraJ7/MMSearch ★ 497 33 APPLICATION

MMSearch is a framework for evaluating large multimodal models (LMMs) as multi-modal search engines. It provides a pipeline (MMSearch-Engine) that enables any LMM to perform multimodal search by generating queries, retrieving web content, reranking results, and summarizing answers. The repository includes evaluation scripts for four tasks (end2end, requery, rerank, summarization) and a demo for running the engine on custom queries. The system relies on external dependencies like DuckDuckGo search, Playwright for web scraping, and Hugging Face datasets. The architecture is modular with separate components for model loading, prompt templating, web retrieval, content processing, and scoring.

RATING: 7.3/10 MAINT: active DRIFT: low
#multimodal-search #llm-evaluation #web-search-pipeline #image-processing #content-extraction #reranking #summarization
▸ 2 reusable components found
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