Do I need to be near the printer when connecting it to Wi-Fi?

Yes, your computer or mobile device must be near the printer during setup when connecting to Wi-Fi. See the Reference Guide for Wi-Fi troubleshooting and tips.

From the official HP DeskJet 4100E All-in-One Printer manual, page 2

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