Repair French Door Window Leak?

Hi all,
This evening, we had a hard rain, and I noticed that water was trickling below the glass of my French doors. How do I repair it? (At first, I was thinking to caulk it from the outside, but I'm really not sure.)
Any insight would be greatly appreciated!
Thanks in advance,
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