Open Adeshen opened 5 months ago
IndexFlatIP is brute searching method. IndexIVFFlat use aggregation to lower the dimension. So it will be faster, but lower the precision.
IndexIVFFlat needs clustering and L2 norm as distance method, see https://zhuanlan.zhihu.com/p/40236865
IndexIVFFlat
IndexIVFFlat may cause precision drop.
See also https://github.com/facebookresearch/faiss/wiki/Faiss-indexes
IndexFlatIP is brute searching method. IndexIVFFlat use aggregation to lower the dimension. So it will be faster, but lower the precision.