What is the best setup for reference management in large documents?

when I write shorter papers I am a very happy Zotero user. However, now I have a 300 pages book manuscript (MS Word, OSX, Google docs Chrome, Safari...) and reference management becomes unacceptably slow. I have turned off the automatic updates and it helps but it is not enough. What are you using?

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