AI Powered Data Extraction for .NET Applications

				
					// Initialize the language model (LLM)
LLM languageModel = new LLM("https://huggingface.co/lm-kit/phi-3.5-mini-3.8b-instruct-gguf/resolve/main/Phi-3.5-mini-Instruct-Q4_K_M.gguf?download=true");

// Create an instance of TextExtraction using the LLM
TextExtraction textExtraction = new TextExtraction(languageModel);

// Define the elements to extract
textExtraction.Elements = new List<TextExtractionElement>
{
    new TextExtractionElement("Name", ElementType.String, "The person's full name"),
    new TextExtractionElement("Age", ElementType.Integer, "The person's age"),
    new TextExtractionElement("Birth Date", ElementType.Date, "The person's date of birth.")
};

// Set the content to extract data from
textExtraction.SetContent("Jane Smith, aged 28, born on 5 Nov of the year 1981");

// Perform the extraction synchronously
TextExtractionResult result = textExtraction.Parse();

// Access the extracted items
foreach (var item in result.Items)
{
    Console.WriteLine($"{item.TextExtractionElement.Name}: {item.Value}");
}