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This chapter will guide you through the practical implementation of a Retrieval-Augmented Generation system, focusing on building a question-answering (Q&A) application that operates on unstructured textual data. We'll start with a foundational architecture and progressively explore each component, demonstrating how they work together to create an effective RAG system.

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Building a Retrieval-Augmented Generation (RAG) Application

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  • 发表日期：

    2025年

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  • Ranajoy Bose

摘要

This chapter will guide you through the practical implementation of a Retrieval-Augmented Generation system, focusing on building a question-answering (Q&A) application that operates on unstructured textual data. We'll start with a foundational architecture and progressively explore each component, demonstrating how they work together to create an effective RAG system.