netdur/index.html

## index.html
<!DOCTYPE html>
<html>
<body>
  <script src="https://cdnjs.cloudflare.com/ajax/libs/pako/2.0.3/pako.min.js"></script>
  <script>
    // Training set
    const trainingSet = [
      ["How can I create a new project?", "To create a new project, go to the dashboard and click on 'New Project'. Then, fill out the details and click 'Save'."],
      ["How can I invite team members to my project?", "To invite team members to your project, open the project and click on 'Invite Members'. Enter their email addresses and click 'Send Invites'."],
      ["Can I assign tasks to team members?", "Yes, you can assign tasks to team members. To do this, create a new task and select a team member from the 'Assign To' dropdown."],
      ["What happens when a task is completed?", "When a task is completed, it should be marked as 'Complete'. It will then be moved to the 'Completed Tasks' section."]
    ];

    // Test set
    const testSet = ["How do I start a new project?", "How can I delegate tasks to others in my team?", "What do I do when I finish a task?"];

    // KNN algorithm
    testSet.forEach(testQuestion => {
      let distances = trainingSet.map(([trainingQuestion, trainingAnswer]) => {
        const Cx1 = pako.deflate(testQuestion).length;
        const Cx2 = pako.deflate(trainingQuestion).length;
        const Cx1x2 = pako.deflate(testQuestion + trainingQuestion).length;
        const ncd = (Cx1x2 - Math.min(Cx1, Cx2)) / Math.max(Cx1, Cx2);
        return {ncd, trainingAnswer};
      });

      distances.sort((a, b) => a.ncd - b.ncd);
      console.log(`Best matched answer for '${testQuestion}' is '${distances[0].trainingAnswer}'`);
    });
  </script>
</body>
</html>
	<!DOCTYPE html>
	<html>
	<body>
	<script src="https://cdnjs.cloudflare.com/ajax/libs/pako/2.0.3/pako.min.js"></script>
	<script>
	// Training set
	const trainingSet = [
	["How can I create a new project?", "To create a new project, go to the dashboard and click on 'New Project'. Then, fill out the details and click 'Save'."],
	["How can I invite team members to my project?", "To invite team members to your project, open the project and click on 'Invite Members'. Enter their email addresses and click 'Send Invites'."],
	["Can I assign tasks to team members?", "Yes, you can assign tasks to team members. To do this, create a new task and select a team member from the 'Assign To' dropdown."],
	["What happens when a task is completed?", "When a task is completed, it should be marked as 'Complete'. It will then be moved to the 'Completed Tasks' section."]
	];

	// Test set
	const testSet = ["How do I start a new project?", "How can I delegate tasks to others in my team?", "What do I do when I finish a task?"];

	// KNN algorithm
	testSet.forEach(testQuestion => {
	let distances = trainingSet.map(([trainingQuestion, trainingAnswer]) => {
	const Cx1 = pako.deflate(testQuestion).length;
	const Cx2 = pako.deflate(trainingQuestion).length;
	const Cx1x2 = pako.deflate(testQuestion + trainingQuestion).length;
	const ncd = (Cx1x2 - Math.min(Cx1, Cx2)) / Math.max(Cx1, Cx2);
	return {ncd, trainingAnswer};
	});

	distances.sort((a, b) => a.ncd - b.ncd);
	console.log(`Best matched answer for '${testQuestion}' is '${distances[0].trainingAnswer}'`);
	});
	</script>
	</body>
	</html>