# recs-searcher (Registry error correction system - Searcher)
pip install recs-searcher
Система способна решить следующие задачи:
1. Исправление реестровых ошибок пользовательского ввода при сравнении с базой данных;
2. Поиск схожих текстовых записей на пользовательский текст по базе данных.
Функциональные возможности:
1. обучение моделей для создания эмбеддингов (например, TfIDF, FastText, SentenceTransformer) на собственных данных;
2. быстрый поиск по базе данных (например, KNN, Faiss, Chroma-DB, TheFuzzSearch);
3. дообучение.
Реализованные модули:
1. api;
2. augmentation;
3. dataset;
4. models;
5. preprocessing;
6. similarity_search.
## Примеры применения
Пример для быстрого использования: [пример API](https://github.com/sheriff1max/recs-searcher/blob/master/notebooks/tutorial_rus.ipynb)
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