Description
When having embedding like this ->
[-0.07083614 0.12190464 0.025770642 -0.039472707 -0.12028625 0.056348786 -0.15252885 0.0042825416 -0.00023576897 0.0263003 0.2609792 -0.066559464 -0.24802631 -0.007337872 0.000101908576 0.1345756 -0.15539747 -0.052619018 -0.2015995 -0.124964945 -0.07976487 0.057311438 0.043585703 0.06952152 -0.0772083 -0.34031448 -0.078466505 -0.10305231 0.109324776 -0.14144775 -0.056200445 -0.03891104 -0.13330732 -0.07326787 0.10166346 0.024927747 -0.10640622 -0.13536835 0.23431908 0.004784152 -0.1210499 0.100829296 0.10013285 0.32314882 0.22357354 0.0438594 0.036317103 -0.010869566 0.077771656 -0.20320293 0.09037393 0.2337631 0.18030888 0.101348296 0.06855987 -0.1219093 0.013430927 0.21057314 -0.15934649 0.08435744 0.004779402 -0.006034756 -0.06905728 -0.1231056 0.18838042 0.12991679 -0.18514541 -0.23120442 0.07723315 -0.11382575 -0.07632307 0.10347416 -0.14789738 -0.1977503 -0.24588855 0.06917821 0.3577754 0.14115238 -0.3053733 0.004435137 -0.023189519 -0.1141416 -0.013000004 0.1225572 -0.096868664 -0.059129596 -0.049395315 -0.019225594 0.1567679 -0.017110191 -0.04435732 0.2090028 0.032425143 -0.046653178 0.075279124 0.12553018 -0.15518479 -0.08281295 -0.10542522 -0.067100465 0.056343548 -0.14048672 -0.056614153 0.045450583 -0.18762243 0.24965154 0.0020598024 0.0044965744 0.0034101792 0.010916386 -0.058495305 -0.00034603477 0.25038373 -0.31473136 0.1770426 0.22536507 0.063099675 0.11881032 0.13684323 0.07832798 0.01532745 0.044129185 -0.14497943 -0.1754754 -0.027552057 -0.048475202 0.016123436 0.029926114]
I am getting similarity more than 1.
For example:
When I query the same embedding as above I get the similarity value as 1.5220202 and if I query a completely random embedding that has no correlational or similarity with other documents in the collection I get 1.3222984.
Can you please help me fix this problem? Thanks.