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A reference framework for building and querying Knowledge Graphs (KG) derived from SEC 10-Q filings to improve the accuracy and context of Retrieval-Augmented Generation (RAG) in the financial domain.
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31
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12
While developed by the reputable Vector Institute, the project has low adoption (31 stars) and zero current velocity. The technique of KG-RAG is being rapidly commoditized by major players (e.g., Microsoft's GraphRAG, LlamaIndex's PropertyGraphIndex), making this specific implementation more of a historical research artifact than a defensible tool.
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