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