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Do Text Embeddings Perfectly Encode Text?

Do Text Embeddings Perfectly Encode Text?

Text embeddings are a crucial component in AI systems, but they may not perfectly encode text, which can impact the performance of Retrieval Augmented Generation (RAG) systems. Research is needed to address the limitations of text embeddings and develop new techniques for generating more accurate an

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