【RAG】sPecialized KnowledgE and Rationale Augmented Generation

Why PIKE-RAG? 为什么选择PIKE-RAG？

• 看介绍，感觉能力特别高大上。
• 看介绍，感觉功能接地气、很实用
• sPecialized KnowledgE and Rationale Augmented Generation 不是RAG （Retrieval Augmented Generation）

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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 systems still face challenges in meeting the complex and diverse needs of real-world industrial applications. Relying solely on direct retrieval is insufficient for extracting deep domain-specific knowledge from professional corpora and performing logical reasoning. To address this issue, we propose the PIKE-RAG (sPecIalized KnowledgE and Rationale