genesis

test.js

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+const SimilaritySearch = require('./index');
+
+// Create a test index with 500 strings
+console.log('Creating test index with 500 strings...');
+const index = SimilaritySearch.createTestIndex(500);
+console.log(`Index created with ${index.size()} strings`);
+
+// Test queries to run
+const queries = [
+  'bio bizz',
+  'substrate light',
+  'plant growth',
+  'garden mix',
+  'random query'
+];
+
+console.log('\nRunning benchmark...');
+const benchmarkResults = SimilaritySearch.benchmark(index, queries);
+
+// Display results
+console.log(`\nSearch results with cutoff: 0.2\n`);
+benchmarkResults.forEach(result => {
+  console.log(`Query: "${result.query}"`);
+  console.log(`Found ${result.matches} matches in ${result.timeMs.toFixed(2)} ms`);
+  
+  // Display top results
+  result.topResults.forEach(match => {
+    console.log(`  ${match.similarity.toFixed(2)}: ${match.string}`);
+  });
+  console.log('');
+});
+
+// Demonstrate creating a custom index
+console.log('Creating a custom index...');
+const customIndex = new SimilaritySearch();
+customIndex.addString('bio bizz');
+customIndex.addString('lightmix bizz btio substrate');
+customIndex.addString('bizz bio mix light');
+
+// Add multiple strings at once
+customIndex.addStrings([
+  'plant growth bio formula',
+  'garden soil substrate'
+]);
+
+console.log(`Custom index created with ${customIndex.size()} strings`);
+
+// Search with a higher similarity threshold
+console.log('\nSearching with higher similarity threshold (0.3):');
+const results = customIndex.search('bio bizz', 0.3);
+results.forEach(match => {
+  console.log(`  ${match.similarity.toFixed(2)}: ${match.string}`);
+});