Optimize Cosine Distance Calculation Using Float32Array for Improved Performance

[cloudcreatr]

Feature Description

i want to create a pr to introduces an optimized implementation of the cosineDistance function to efficiently compute the cosine distance between two vectors. The key improvements include:

Performance Optimization: Uses Float32Array to enhance memory efficiency and speed, especially beneficial for large vector computations.
Single-Pass Calculation: Computes dot product and vector magnitudes in a single loop, reducing computational overhead (O(n) complexity).
Zero Vector Handling: Ensures robustness by returning a distance of 1 when either vector is zero (to avoid division by zero).

Use Cases

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Additional context

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