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Large Language Model (LLM) based Generative AI systems have seen significantprogress in recent years. Integrating a knowledge retrieval architecture allowsfor seamless integration of private data into publicly available Generative AIsystems using pre-trained LLM without requiring additional model fine-tuning.Moreover, Retrieval-Centric Generation (RCG) approach, a promising futureresearch direction that explicitly separates roles of LLMs and retrievers incontext interpretation and knowledge memorization, potentially leads to moreefficient implementation. SimplyRetrieve is an open-source tool with the goalof providing a localized, lightweight, and user-friendly interface to thesesophisticated advancements to the machine learning community. SimplyRetrievefeatures a GUI and API based RCG platform, assisted by a Private Knowledge BaseConstructor and a Retrieval Tuning Module. By leveraging these capabilities,users can explore the potential of RCG for improving generative AI performancewhile maintaining privacy standards. The tool is available athttps://github.com/RCGAI/SimplyRetrieve with an MIT license.

SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool