RAG System: Combines FAISS vector store for policy information and SQLite for product data, ensuring fast and relevant information retrieval. LLM Integration: Utilizes ChatGoogleGenerativeAI with the ...
In recent years, Retrieval Augmented Generation (RAG) systems have made significant progress in extending the capabilities of Large Language Models (LLM) through external retrieval. However, these ...
Abstract: In the domain of Natural Language Processing (NLP), the integration of Large Language Models (LLMs) with Retrieval-Augmented Generation (RAG) represents a significant advancement towards ...
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