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It supports text, tables, and images, using advanced language models and embeddings for content analysis and similarity search.\n\n## Features\n\n- **PDF Extraction**: Extracts text, tables (future implementation), and images from PDF files.\n- **Text Summarization**: Splits and summarizes large text chunks using an LLM.\n- **Image Summarization**: Summarizes image content using a language model.\n- **FAISS Integration**: Uses FAISS for efficient similarity search on text, table, and image embeddings.\n- **Query System**: Allows querying across different content types to retrieve relevant information and descriptions.\n- **Image Display**: Displays relevant images extracted from the PDF.\n\n## Installation\n\nTo run this project, ensure you have Python 3.11.3 installed. 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