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<!DOCTYPE html> |
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<html> |
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<head> |
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<title>Text Embedding and Similarity Search</title> |
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</head> |
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<body> |
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<h1>Text Embedding and Similarity Search</h1> |
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<h2>Embed a string</h2> |
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<form id="embed-form"> |
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<label for="embed-input">String to embed:</label><br> |
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<input type="text" id="embed-input" name="embed-input"><br> |
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<input type="submit" value="Embed"> |
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</form> |
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<h2>Search for a string</h2> |
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<form id="search-form"> |
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<label for="search-input">String to search:</label><br> |
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<input type="text" id="search-input" name="search-input"><br> |
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<label for="n-input">Number of results to return:</label><br> |
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<input type="number" id="n-input" name="n-input" min="1" value="5"><br> |
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<input type="submit" value="Search"> |
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</form> |
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<div id="results"></div> |
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<script> |
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document.getElementById("embed-form").addEventListener("submit", function(event) { |
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event.preventDefault(); |
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const text = document.getElementById("embed-input").value; |
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fetch("/embed", { |
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method: "POST", |
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headers: { |
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"Content-Type": "application/json" |
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}, |
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body: JSON.stringify({text: text}) |
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}) |
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.then(response => response.json()) |
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.then(data => { |
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document.getElementById("results").innerHTML = data.message; |
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}); |
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}); |
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document.getElementById("search-form").addEventListener("submit", function(event) { |
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event.preventDefault(); |
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const text = document.getElementById("search-input").value; |
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const n = document.getElementById("n-input").value; |
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fetch("/search", { |
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method: "POST", |
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headers: { |
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"Content-Type": "application/json" |
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}, |
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body: JSON.stringify({text: text, n: n}) |
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}) |
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.then(response => response.json()) |
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.then(data => { |
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let resultsHtml = `<h3>Top ${n} results:</h3>`; |
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for (let i = 0; i < data.distances.length; i++) { |
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resultsHtml += `<p>${i+1}. Index: ${data.indices[i]}, Distance: ${data.distances[i]}</p>`; |
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} |
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document.getElementById("results").innerHTML = resultsHtml; |
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}); |
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}); |
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</script> |
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</body> |
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</html> |
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