Knowledge Management · Developer Tools
u3588064/Entity-Resolution
A data comparison tool that uses text normalization and language models to assess whether two sets of data come from the same entity, supporting JSON format 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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