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Re:Mailr: an open-source webmail client with Gmail-like conv... by ams6110 on Sunday April 06, 2014 @05:56PM (#7543228)
If it were me I might look at building somthing on top of notmuch. I use the emacs package for notmuch and it's awesome, it has search and tagging capabilities very similar to gmail and handles conversations nicely.

http://notmuchmail.org/

Re:Mailr: an open-source webmail client with Gmail-like conv... by naspeh on Sunday April 06, 2014 @08:08PM (#7543865)
I have tried it, while was researching. It was exciting, but I chose PostgreSQL as storage :).