The veteran defender is leaving for a return to formative club Fluminense this summer.
Sunday's game with Bournemouth will mark the end of Silva's time with the club.
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Pochettino said: "We will miss him.
"Thiago has had a fantastic career and here in his time at Chelsea. We are going to miss him because always when a big character leaves the club, we are going to miss them."