Multilingual-RAG is an innovative question-answering system with multilingual capabilities, capable of understanding and generating responses in multiple languages. It is built upon the powerful architecture of Large Language Models (LLMs) with Retrieve-And-Generate (RAG) capabilities. This application harnesses the capabilities of Cohere’s multilingual embeddings, LanceDB vector store, LangChain for question answering, and Argos Translate for seamless translation between languages. The user interface is provided by Gradio, ensuring a smooth and interactive user experience.
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