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 context
code_snippet = """
// This class demonstrates a simple HelloWorld program
public class HelloWorld {
    // Main method
    public static Task Main(string[] args) {
        // Print Hello, World! to the console
        Console.WriteLine("Hello, World!");
    }
}
"""

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)