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EssentAI is a desktop literature organization system developed to support doctoral researchers managing complex literature reviews with multiple theoretical frameworks. EssentAI maintains a local library of academic papers, storing each document and its extracted research fields in one place so researchers can efficiently search, filter, and review their literature.