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An intelligent assistant for concrete research and engineering. Users can upload PDFs and ask questions to get instant, context-aware answers. Built using Qdrant for fast document embeddings, all-MiniLM-L6-v2 for semantic understanding of text, and Gemini as a conversational LLM to generate natural replies based on the context
pratyushuniv2022-code/concrete-assistant
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An intelligent assistant for concrete research and engineering. Users can upload PDFs and ask questions to get instant, context-aware answers. Built using Qdrant for fast document embeddings, all-MiniLM-L6-v2 for semantic understanding of text, and Gemini as a conversational LLM to generate natural replies based on the context
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