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### What problem does this PR solve? 1. Change embedding model of knowledge base won't change the default embedding model. 2. Retrieval test bug ### Type of change - [x] Bug Fix (non-breaking change which fixes an issue) --------- Signed-off-by: jinhai <haijin.chn@gmail.com>