Customer Data Platform · Developer Tools
u3588064/EntityRecognition
A data comparison tool for identifying whether two sets of data come from the same entity, supporting text normalization, value comparison and semantic analysis.
pip install genaiText Normalization: Converts text to lowercase, removes punctuation, and normalizes whitespace.
Value Comparison: Compares values directly and semantically (ignoring order for lists).
JSON Traversal: Iterates through each key in the JSON objects and compares corresponding values.
Language Model Integration: Uses a generative language model to assess semantic similarity and provide a final judgment on whether the data comes from the same entity.
Details on this page are taken from the project's README. Open README
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