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The 27-year-old apologised after last weekend's incident involving the Class C substance.
'He made a mistake, he knows this and has apologised. We are brothers and nothing has changed at all,' said the South Korean star.
Strikes from Mohamed Salah, Andy Robertson, Cody Gakpo and Harvey Elliott earned the victory for Klopp's men, who had won one of their previous five league games and seen their title challenge crumble.
A point moves Tottenham level with north London rivals Arsenal, just outside the top four only on goal diference.
The 37-year-old Lloris, whose contract with Spurs was due to expire in June, has signed a one-year deal with an option to extend for 2025 and 2026 after an 11-year stay in London.
Ten-man Chelsea beat Brighton & Hove Albion 3-2 at Stamford Bridge while fourth-placed Aston Villa needed a late Ollie Watkins goal to scrape a 2-2 draw at Bournemouth.
Venables guided England to the semifinals of the 1996 European Championship on home soil before losing to Germany on penalties.
The result left Spurs second in the standings behind Manchester City.
It was a triumphant return to Spurs for Mauricio Pochettino who got the biggest win of his short Chelsea tenure.
Liverpool won 3-1 while Arsenal were held 2-2 by Spurs.
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