Can you suggest some light weight fuzzy text search library?
What I want to do is to allow users to find correct data for search terms with typos.
I could us
Lucene is very scalable—which means its good for little applications too. You can create an index in memory very quickly if that's all you need.
For fuzzy searching, you really need to decide what algorithm you'd like to use. With information retrieval, I use an n-gram technique with Lucene successfully. But that's a special indexing technique, not a "library" in itself.
Without knowing more about your application, it won't be easy to recommend a suitable library. How much data are you searching? What format is the data? How often is the data updated?