static void Main(string[] args)
{
var model = new BocModel();
if (args[0] == "-b")
{
var root = new VectorNode();
while (true)
{
Console.WriteLine("enter word:");
var command = Console.ReadLine();
if (string.IsNullOrWhiteSpace(command))
{
break;
}
GraphBuilder.Add(root, new VectorNode(model.Tokenize(command).Embeddings[0]), model);
}
Console.WriteLine(root.Visualize());
while (true)
{
Console.WriteLine("enter query:");
var command = Console.ReadLine();
if (string.IsNullOrWhiteSpace(command))
{
break;
}
var hit = PathFinder.ClosestMatch(root, model.Tokenize(command).Embeddings[0], model);
Console.WriteLine($"{hit.Score} {hit.Node}");
}
}
else
{
var doc1 = new VectorNode(model.Tokenize(args[0]).Embeddings[0]);
var doc2 = new VectorNode(model.Tokenize(args[1]).Embeddings[0]);
var angle = model.CosAngle(doc1.Vector, doc2.Vector);
Console.WriteLine($"similarity: {angle}");
}
}
private static void RunInteractiveGraphBuilder(IStringModel model)
{
var root = new VectorNode();
while (true)
{
Console.WriteLine("enter text:");
var command = Console.ReadLine();
if (string.IsNullOrWhiteSpace(command))
{
break;
}
var node = new VectorNode(model.Tokenize(command.ToCharArray()).First());
GraphBuilder.MergeOrAdd(root, node, model, model.FoldAngle, model.IdenticalAngle);
}
Console.WriteLine(root.Visualize());
while (true)
{
Console.WriteLine("enter query:");
var command = Console.ReadLine();
if (string.IsNullOrWhiteSpace(command))
{
break;
}
var hit = PathFinder.ClosestMatch(root, model.Tokenize(command.ToCharArray()).First(), model);
Console.WriteLine($"{hit.Score} {hit.Node}");
}
}
