What is the best way to re-build an iphoto library with 10,000+ images?

The iphoto built in library rebuild function does not find the 10,000 photos that are in my originals and data folders. Why not? Also, If I use the Fat Cat software to build a new library will it it create 10,000 new files?
I eventually want to remove these files from my computer all together, but I want to organize them first.
These photos used to be in iphoto, but when I upgraded to Mountain Lion my iphoto library kind of emptied itself.
Honestly, I would skip putting these 10,000 photos back into iphoto and simply put them on an external if finding the files in the iphoto library "folder" wasn't so complicated. It's not nesessary for me to store all of my photos on my laptop hard drive, but I'm an artists and a documentor so i would like to keep them.
Thanks for any and all advice!!!
I've been reading lots of threads on here and the information is soooo good and helpful. At least now I have some idea of how iphoto works where a few days ago it felt like magic!

Yes, move them:
Make sure the drive is formatted Mac OS Extended (Journaled)
1. Quit iPhoto
2. Copy the iPhoto Library from your Pictures Folder to the External Disk.
3. Hold down the option (or alt) key while launching iPhoto. From the resulting menu select 'Choose Library' and navigate to the new location. From that point on this will be the default location of your library.
4. Test the library and when you're sure all is well, trash the one on your internal HD to free up space.
Do you think iphoto's normal rebuild function might work when I'm telling it to look for my externally located library?
Impossible to say, but worth a try. If not then:
Try these in order - from best option on down...
1. Do you have an up-to-date back up? If so, try copy the library6.iphoto file from the back up to the iPhoto Library (Right Click -> Show Package Contents) allowing it to overwrite the damaged file.
2. Download iPhoto Library Manager and use its rebuild function. (In Library Manager it's the FIle -> Rebuild command)
This will create an entirely new library. It will then copy (or try to) your photos and all the associated metadata and versions to this new Library, and arrange it as close as it can to what you had in the damaged Library. It does this based on information it finds in the iPhoto sharing mechanism - but that means that things not shared won't be there, so no slideshows, books or calendars, for instance - but it should get all your events, albums and keywords, faces and places back.
Because this process creates an entirely new library and leaves your old one untouched, it is non-destructive, and if you're not happy with the results you can simply return to your old one. 
3. If neither of these work then you'll need to create and populate a new library.
To create and populate a new *iPhoto 08* library:
Note this will give you a working library with the same Events and pictures as before, however, you will lose your albums, keywords, modified versions, books, calendars etc.
In the iPhoto Preferences -> Events Uncheck the box at 'Imported Items from the Finder'
Move the iPhoto Library to the desktop
Launch iPhoto. It will ask if you wish to create a new Library. Say Yes.
Go into the iPhoto Library (Right Click -> Show Package Contents) on your desktop and find the Originals folder. From the Originals folder drag the individual Event Folders to the iPhoto Window and it will recreate them in the new library.
When you're sure all is well you can delete the iPhoto Library on your desktop.
In the future, in addition to your usual back up routine, you might like to make a copy of the library6.iPhoto file whenever you have made changes to the library as protection against database corruption. 
Regards
TD

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