var runId = Guid.NewGuid();
var azureOpenAIEndpoint = "https://<your-endpoint>.cognitiveservices.azure.com/";
var azureOpenAIModelId = "gpt-4.1";

using var loggerFactory = LoggerFactory.Create(builder =>
    builder.SetMinimumLevel(LogLevel.Information).AddConsole());

var client = new ChatClientBuilder(
    new AzureOpenAIClient(new Uri(azureOpenAIEndpoint), new ApiKeyCredential("<your-api-key>"))
    .GetChatClient(azureOpenAIModelId).AsIChatClient())
    .UseLogging(loggerFactory)
    .UseFunctionInvocation(loggerFactory)
    .Build();

var chatOptions = new ChatOptions
{
    Tools = [AIFunctionFactory.Create((string code) => {
        var logger = loggerFactory.CreateLogger("CodeExecution");
        var codeFileName = @$"c:\temp\{DateTime.Now.ToString("HHmmssfff")}-{runId}.cs";
        File.WriteAllText(codeFileName, code);
        var process = new Process
        {
            StartInfo = new ProcessStartInfo
            {
                FileName = "dotnet",
                Arguments = $"run {codeFileName}",
                RedirectStandardOutput = true
            }
        };
        process.Start();
        process.WaitForExit(TimeSpan.FromMinutes(1));
        var output = process.StandardOutput.ReadToEnd();
        logger.LogInformation("Code execution output: {Output}", output);
        return output;
    },
    description: "Execute the provided code.")]
};

Write code to answer the question. If you need to use a NuGet package, specify the package name in the code like this: #:package PackageName.

A code block should start with the required NuGet packages, if any, followed by one or more using statements, followed by the code.

You can directly write code statements without a program class with a main method.

### Example 1
#:package [email protected]
using System;
Console.WriteLine("123".Humanize());

### Write and execute code to answer the question.
Do not ask the user for any input, just complete all the steps below by writing and executing the code without asking for clarification or consent.

1. Fetch the csv file from the url 'https://raw.githubusercontent.com/fgeorges/star-wars-dataset/refs/heads/master/csv/films/films.csv'
2. Analyze the content and determine the delimiter used in the csv file. Keep in mind that text columns may contain commas as well.
3. Determine which columns are present in the csv file and what data the columns contain.
4. Order the movies by release date, newest first.
5. Write a .docx word document at 'c:\temp\star_wars_movie.docx' with one line per page with the following information:
   - release date
   - title
   - description

Analysis and Results:
Delimiter: The delimiter used in the CSV is a comma (,).
Columns present: title, episode_id, opening_crawl, director, producer, release_date, created, edited, url, desc
...
File written: c:/temp/star_wars_movie.docx
Summary: The document contains 7 movies, each on its own page, with release date, title and description.