Yes, you can do that. Please see the wiki for specifics and good examples:
http://wiki.apache.org/solr/AnalyzersTokenizersTokenFilters#solr.SynonymFilterFactory


> a better example might be this:
> 
> When someone searches on "programming" i want it to return results with
> java OR python OR php but I don't want a search for "java" to return
> documents with php
> 
> 
> programming,java,php,python

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