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AI Personal Assistant with RAG and LLM
A Personal Assistant leveraging Retrieval-Augmented Generation (RAG) and the LLaMA-3.1-8B-Instant Large Language Model (LLM). This tool is designed to revolutionize PDF document analysis tasks by c...
This tool is designed to revolutionize PDF document analysis tasks by combining machine learning with retrieval-based systems. This approach was introduced in the 2020 paper "Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks" by Facebook AI Research (FAIR). By conditioning the generation on retrieved documents, RAG can incorporate external knowledge from large corpora, leading to better performance on various tasks.
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