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Voice Chat Custom LLM Integration

How can we integrate custom LLM like open AI for voice chat with Avatar, currently whenever asked it always replies with its knowledge first, which we don't want. It should only speak according to the speak method of streaming avatar sdk or use knowledge of custom LLM.