<ul><li>Traditional RAG is like buying a DIY furniture kit, while PIKE-RAG is like hiring an interior designer.</li><li>PIKE-RAG consists of several key components: file parsing, knowledge extraction, knowledge storage, knowledge retrieval, knowledge organization, task decomposition and coordination, and knowledge-centric reasoning.</li><li>PIKE-RAG is a well-researched and detailed open-source project.</li><li>File parsing in PIKE-RAG involves layout analysis, preservation of multimodal elements, and the use of vision-language models.</li></ul>

AI Innovations and Insights 33: PIKE-RAG and DeepRAG

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