RAPID MCP Server

use std::fs; use std::path::Path; /// Checks if a file is likely binary by looking for null bytes. pub fn is_binary(path: &Path) -> bool { fs::read(path) .map(|bytes| bytes.iter().any(|&b| b == 0)) .unwrap_or(true) // Treat read errors as if the file is binary or inaccessible } /// Calculates the cosine similarity between two f32 slices. /// /// Returns `0.0` if either slice is empty or if the norm of either vector is zero. /// /// # Panics /// Panics if the slices have different lengths. pub fn cosine_similarity(v1: &[f32], v2: &[f32]) -> f32 { if v1.is_empty() || v2.is_empty() { return 0.0; } debug_assert_eq!( v1.len(), v2.len(), "Vectors must have the same length for cosine similarity" ); let dot_product: f32 = v1.iter().zip(v2).map(|(a, b)| a * b).sum(); let norm_v1: f32 = v1.iter().map(|x| x.powi(2)).sum::<f32>().sqrt(); let norm_v2: f32 = v2.iter().map(|x| x.powi(2)).sum::<f32>().sqrt(); if norm_v1 == 0.0 || norm_v2 == 0.0 { // If either vector has zero magnitude, similarity is undefined or can be treated as 0. return 0.0; } dot_product / (norm_v1 * norm_v2) }