3.0 Documentation - What's Needed (also - volunteers wanted)
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For an unofficial - but well working - install script see here:
https://github.com/smathot/zotero_installer
This will also give you an icon etc.
Ideally Zotero would get packaged for the most relevant distros, i.e. an rpm for Fedora and a deb for Debian/Mint/Ubuntu. There are tickets for that on all of those distros, but it's up to a volunteer or team member on those distros to take this on.
http://www.zotero.org/support/getting_stuff_into_your_library
in section
"adding PDFs and other files"
it would be worth mentioning that you can add multiple files and retrieve metadata for all of them with one click. The functionality's there but new users won't necessarily know. Like I didn't!
Generally, be careful relying too much on the Retrieve Metadata feature, as the data imported (via google scholar) isn't always the best.