In PostgreSQL there are some text tools that may already be adequate for such a database:
The built-in full-text search (includes indexing, parsing, stemming, ranking). 
The extension pg_trgm (trigrams). Can be used to index, provides similarity functions. 
The extension fuzzystrmatch (with soundex, levenshtein etc.). 
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