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I do not want to see the permission window (for granting access to camera/microphone) each time I launch the Audio/Video. What should I do?

Use a HTTPS URL (SSL/TLS connection) for your application instead of HTTP.

With HTTPS URL, Chrome browser remembers the users permission settings and does not prompt you every time. The user will only have to accept once and never again.