Gemini 임베딩 설정에서 output_dimensionality가 전달되지 않나요?

This!

Since we use Binary and Scalar Embedding Quantization for Significantly Faster & Cheaper Retrieval for our vector indexing, using vector with large dimensions is supported and welcome.

You should always configure the Embeddings with their native dimensionality, unless you check the matryoshka_dimensions option.