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Summary:
Merges two pandas data frames using blocking columns and a fuzzy string matching column. Fuzzy matching relies on cosine similarity from text embeddings, Jaro Winkler similarity, and any other user provided similarity calculations. Implementation of the R fuzzylink package developed by Joe Ornstein.
Latest version:
0.2.1
Required dependencies:
google-genai
|
mistralai
|
openai
|
pandas
|
rapidfuzz
|
requests
|
scikit-learn
|
tenacity
|
tqdm
|
types-requests
Optional dependencies:
uv
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