app.py

from transformers import AutoModelForSeq2SeqLM, AutoTokenizer

model_name = "microsoft/codereviewer"
model = AutoModelForSeq2SeqLM.from_pretrained(model_name)
tokenizer = AutoTokenizer.from_pretrained(model_name)

# Example C# code snippet with more detailed context
code_snippet = """
// This class demonstrates a simple HelloWorld program
public class HelloWorld {
    // Main method
    // This method is the entry point of the program
    public static async Task Main(string[] args) {
        try {
            // Print Hello, World! to the console
            Console.WriteLine("Hello, World!");
        } catch (Exception ex) {
            // Log any exceptions that occur
            Console.WriteLine($"An error occurred: {ex.Message}");
        }
    }
}
"""

inputs = tokenizer(code_snippet, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=100)
review = tokenizer.decode(outputs[0], skip_special_tokens=True)

print("Code Review:", review)