Production RAG Architecture: Scaling Considerations
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Kerb - LLM Development Toolkit
Python toolkit for building production-ready LLM applications. Modular utilities for prompts, RAG, agents, structured outputs, and multi-provider support.
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A Survey on Retrieval-Augmented Generation, Yunfan Gao, Yun Xiong, Xinyu Gao, Kangxiang Jia, Jinliu Pan, Yuxi Bi, Yi Dai, Jiawei Sun, Meng Wang, Haofen Wang, 2023arXiv preprint arXiv:2312.10997DOI: 10.48550/arXiv.2312.10997 - A comprehensive overview of Retrieval-Augmented Generation systems, covering architectures, components, and challenges, useful for understanding the foundational aspects of production RAG design.