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LlamaIndex is an open-source data framework designed to connect large language models (LLMs) with private and external data sources. Its primary goal is to overcome the limitation of LLMs being confined solely to their training data by enhancing them with up-to-date, context-specific information from diverse sources such as APIs, databases, and PDF files. LlamaIndex focuses particularly on building and optimizing Retrieval-Augmented Generation (RAG) systems, simplifying the processes of efficien