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Started dumnp simple example
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21 files changed

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‎01_basic/03_chain_skill_call.ipynb‎

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‎100_CSharpIntercepting/.vscode/launch.json‎

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{
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"version": "0.2.0",
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"configurations": [
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{
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// Use IntelliSense to find out which attributes exist for C# debugging
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// Use hover for the description of the existing attributes
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// For further information visit https://github.com/dotnet/vscode-csharp/blob/main/debugger-launchjson.md
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"name": ".NET Core Launch (console)",
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"type": "coreclr",
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"request": "launch",
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"preLaunchTask": "build",
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// If you have changed target frameworks, make sure to update the program path.
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"program": "${workspaceFolder}/bin/Debug/net7.0/SemanticKernelExperiments.dll",
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"args": [],
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"cwd": "${workspaceFolder}",
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// For more information about the 'console' field, see https://aka.ms/VSCode-CS-LaunchJson-Console
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"console": "internalConsole",
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"stopAtEntry": false
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},
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{
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"name": ".NET Core Attach",
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"type": "coreclr",
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"request": "attach"
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}
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]
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}

‎100_CSharpIntercepting/.vscode/tasks.json‎

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{
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"version": "2.0.0",
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"tasks": [
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{
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"label": "build",
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"command": "dotnet",
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"type": "process",
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"args": [
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"build",
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"${workspaceFolder}/SemanticKernelExperiments.sln",
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"/property:GenerateFullPaths=true",
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"/consoleloggerparameters:NoSummary;ForceNoAlign"
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],
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"problemMatcher": "$msCompile"
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},
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{
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"label": "publish",
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"command": "dotnet",
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"type": "process",
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"args": [
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"publish",
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"${workspaceFolder}/SemanticKernelExperiments.sln",
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"/property:GenerateFullPaths=true",
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"/consoleloggerparameters:NoSummary;ForceNoAlign"
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],
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"problemMatcher": "$msCompile"
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},
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{
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"label": "watch",
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"command": "dotnet",
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"type": "process",
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"args": [
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"watch",
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"run",
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"--project",
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"${workspaceFolder}/SemanticKernelExperiments.sln"
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],
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"problemMatcher": "$msCompile"
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}
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]
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}

‎100_CSharpIntercepting/Helper/ChatDtos.cs‎

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using System;
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using System.Collections.Generic;
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using System.Text;
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using System.Text.Json.Serialization;
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namespace LogIntercepting.Helper;
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public class ApiPayload
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{
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[JsonPropertyName("messages")] public List<Message> Messages { get; set; } = null!;
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[JsonPropertyName("temperature")] public double Temperature { get; set; }
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[JsonPropertyName("top_p")] public double TopP { get; set; }
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[JsonPropertyName("frequency_penalty")]
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public int FrequencyPenalty { get; set; }
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[JsonPropertyName("presence_penalty")] public int PresencePenalty { get; set; }
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[JsonPropertyName("max_tokens")] public int MaxTokens { get; set; }
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[JsonPropertyName("stop")] public string Stop { get; set; }
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[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)]
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[JsonPropertyName("functions")] public OpenAiFunctionDefinition[] Functions { get; set; }
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[JsonIgnore(Condition = JsonIgnoreCondition.WhenWritingNull)]
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[JsonPropertyName("function_call")] public object FunctionsCall { get; set; }
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public string Dump()
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{
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StringBuilder sb = new StringBuilder();
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sb.AppendLine($"Temperature: {Temperature}");
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sb.AppendLine($"TopP: {TopP}");
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sb.AppendLine($"FrequencyPenalty: {FrequencyPenalty}");
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sb.AppendLine($"PresencePenalty: {PresencePenalty}");
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sb.AppendLine($"MaxTokens: {MaxTokens}");
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sb.AppendLine($"Stop: {Stop}");
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sb.AppendLine($"Messages: {Messages.Count}");
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foreach (var message in Messages)
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{
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sb.AppendLine($" {message.Role}: {message.Content}");
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}
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sb.AppendLine();
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return sb.ToString();
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}
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}
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public class CallSpecificFunction
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{
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public CallSpecificFunction(string name)
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{
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Name = name;
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}
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[JsonPropertyName("name")] public string Name { get; set; }
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}
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public class ApiResponse
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{
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[JsonPropertyName("id")] public string Id { get; set; } = null!;
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[JsonPropertyName("object")] public string Object { get; set; } = null!;
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[JsonPropertyName("created")] public long Created { get; set; }
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[JsonPropertyName("model")] public string Model { get; set; } = null!;
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[JsonPropertyName("choices")] public List<Choice> Choices { get; set; } = null!;
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[JsonPropertyName("usage")] public Usage Usage { get; set; } = null!;
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}
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public class Choice
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{
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[JsonPropertyName("index")] public int Index { get; set; }
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[JsonPropertyName("finish_reason")] public string FinishReason { get; set; } = null!;
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[JsonPropertyName("message")] public Message Message { get; set; } = null!;
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}
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public class FunctionCall
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{
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// name and argumetns properties
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[JsonPropertyName("name")] public String Name { get; set; } = null!;
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[JsonPropertyName("arguments")] public String Arguments { get; set; } = null!;
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}
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public class Usage
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{
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[JsonPropertyName("completion_tokens")]
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public int CompletionTokens { get; set; }
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[JsonPropertyName("prompt_tokens")] public int PromptTokens { get; set; }
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[JsonPropertyName("total_tokens")] public int TotalTokens { get; set; }
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}
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public class ToolCall
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{
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[JsonPropertyName("function")]
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public ToolCallFunction Function { get; set; }
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[JsonPropertyName("type")]
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public string Type { get; set; }
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[JsonPropertyName("id")]
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public string Id { get; set; }
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}
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public class ToolCallFunction
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{
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[JsonPropertyName("name")]
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public string Name { get; set; }
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[JsonPropertyName("arguments")]
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public string Arguments { get; set; }
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}

‎100_CSharpIntercepting/Helper/ChatParameters.cs‎

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using System;
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namespace LogIntercepting.Helper;
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public class Parameters
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{
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private int _maxResponse;
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private double _temperature;
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private double _topP;
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public int MaxResponse
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{
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get => _maxResponse;
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set => _maxResponse = Math.Clamp(value, 1, 8000);
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}
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public double Temperature
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{
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get => _temperature;
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set => _temperature = Math.Clamp(value, 0, 1);
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}
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public double TopP
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{
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get => _topP;
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set => _topP = Math.Clamp(value, 0, 1);
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}
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}

‎100_CSharpIntercepting/Helper/Dotenv.cs‎

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namespace LogIntercepting.Helper;
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using System;
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using System.Collections.Generic;
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using System.IO;
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public static class Dotenv
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{
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private static Dictionary<string, string> envVariables;
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static Dotenv()
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{
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envVariables = new Dictionary<string, string>(StringComparer.OrdinalIgnoreCase);
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LoadEnvFile();
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}
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private static void LoadEnvFile()
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{
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string envFilePath = FindEnvFile();
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if (envFilePath != null)
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{
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string[] lines = File.ReadAllLines(envFilePath);
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foreach (string line in lines)
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{
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if (!string.IsNullOrWhiteSpace(line) && !line.StartsWith("#"))
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{
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int equalsIndex = line.IndexOf('=');
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if (equalsIndex > 0)
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{
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string key = line.Substring(0, equalsIndex).Trim();
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string value = line.Substring(equalsIndex + 1).Trim();
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envVariables[key] = value;
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}
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}
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}
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}
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}
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private static string FindEnvFile()
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{
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string currentDirectory = Directory.GetCurrentDirectory();
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while (currentDirectory != null)
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{
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string envFilePath = Path.Combine(currentDirectory, ".env");
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if (File.Exists(envFilePath))
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{
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return envFilePath;
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}
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currentDirectory = Directory.GetParent(currentDirectory)?.FullName;
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}
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return null;
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}
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public static string Get(string key)
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{
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if (envVariables.ContainsKey(key))
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{
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return envVariables[key];
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}
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return null;
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}
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}
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