How to choose a password manager?

I’ve never used one before, and I don’t really know what to look for. However, with all the security breaches lately and the resultant password changes, this seems like that time to start. What should one look for when choosing a password manager?

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Story added 29. April 2014, content source with full text you can find at link above.