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EyeLevel AI Launches Free X-Ray Tool to Improve RAG Systems in Minutes

Jul 19, 2024, 01:03 PM

EyeLevel AI has introduced a new tool called X-Ray to enhance the performance of Retrieval-Augmented Generation (RAG) systems by reducing hallucinations in Large Language Models (LLMs). The X-Ray tool processes complex visual documents, converting them into LLM-friendly semantic objects. This development addresses the challenges faced by LLMs when handling documents with tables, diagrams, and forms. The tool is part of a broader effort to optimize RAG pipelines, which include techniques like Recursive Character Text Splitting and Semantic Text Splitting. EyeLevel AI's vision model, trained on a million pages of enterprise documents, identifies and extracts data from elements that typically confuse LLMs. The X-Ray tool is available for free and can process documents in minutes.