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Main.cs
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// Copyright (c) Microsoft. All rights reserved.
using System;
using System.Collections.Generic;
using Microsoft.KernelMemory.InteractiveSetup.Service;
using Microsoft.KernelMemory.InteractiveSetup.Services;
using Microsoft.KernelMemory.InteractiveSetup.UI;
namespace Microsoft.KernelMemory.InteractiveSetup;
public static class Main
{
public static void InteractiveSetup(string[] args)
{
var ctx = new Context();
// If args is not empty, then the user is asking to configure a specific list of services
if (args.Length > 0)
{
ConfigureItem(ctx, args);
SetupUI.Exit();
}
try
{
KMService.Setup(ctx);
Webservice.Setup(ctx);
// Orchestration
QueuesTypeSetup(ctx);
AzureQueue.Setup(ctx);
Services.RabbitMQ.Setup(ctx);
SimpleQueues.Setup(ctx);
// Document Storage
DocumentStorageTypeSetup(ctx);
AzureBlobs.Setup(ctx);
AWSS3.Setup(ctx);
MongoDbAtlasDocumentStorage.Setup(ctx);
SimpleFileStorage.Setup(ctx);
// Image support
OCRTypeSetup(ctx);
AzureAIDocIntel.Setup(ctx);
// Embedding generation
EmbeddingGeneratorSetup(ctx);
AzureOpenAIEmbedding.Setup(ctx);
Services.OpenAI.Setup(ctx);
// Memory DB
MemoryDbTypeSetup(ctx);
AzureAISearch.Setup(ctx);
MongoDbAtlasMemoryDb.Setup(ctx);
Services.Postgres.Setup(ctx);
Qdrant.Setup(ctx);
Redis.Setup(ctx);
SimpleVectorDb.Setup(ctx);
// Text generation
TextGeneratorTypeSetup(ctx);
AzureOpenAIText.Setup(ctx);
Services.OpenAI.Setup(ctx);
LlamaSharp.Setup(ctx);
Ollama.Setup(ctx);
Logger.Setup();
Console.WriteLine("== Done! :-)\n");
Console.WriteLine("== You can start the service with: dotnet run\n");
}
catch (Exception e)
{
Console.WriteLine($"== Error: {e.GetType().FullName}");
Console.WriteLine($"== {e.Message}");
}
SetupUI.Exit();
}
private static void ConfigureItem(Context ctx, string[] items)
{
foreach (var itemName in items)
{
switch (itemName)
{
case string x when x.Equals("MemoryDbType", StringComparison.OrdinalIgnoreCase):
MemoryDbTypeSetup(ctx);
break;
case string x when x.Equals("TextGeneratorType", StringComparison.OrdinalIgnoreCase):
TextGeneratorTypeSetup(ctx);
break;
case string x when x.Equals("QueuesType", StringComparison.OrdinalIgnoreCase):
QueuesTypeSetup(ctx);
break;
case string x when x.Equals("DocumentStorageType", StringComparison.OrdinalIgnoreCase):
DocumentStorageTypeSetup(ctx);
break;
case string x when x.Equals("AzureAISearch", StringComparison.OrdinalIgnoreCase):
AzureAISearch.Setup(ctx, true);
break;
case string x when x.Equals("AzureOpenAIEmbedding", StringComparison.OrdinalIgnoreCase):
AzureOpenAIEmbedding.Setup(ctx, true);
break;
case string x when x.Equals("AzureOpenAIText", StringComparison.OrdinalIgnoreCase):
AzureOpenAIText.Setup(ctx, true);
break;
case string x when x.Equals("LlamaSharp", StringComparison.OrdinalIgnoreCase):
LlamaSharp.Setup(ctx, true);
break;
case string x when x.Equals("MongoDbAtlas", StringComparison.OrdinalIgnoreCase):
MongoDbAtlasMemoryDb.Setup(ctx, true);
break;
case string x when x.Equals("OpenAI", StringComparison.OrdinalIgnoreCase):
Services.OpenAI.Setup(ctx, true);
break;
case string x when x.Equals("Postgres", StringComparison.OrdinalIgnoreCase):
Services.Postgres.Setup(ctx, true);
break;
case string x when x.Equals("Qdrant", StringComparison.OrdinalIgnoreCase):
Qdrant.Setup(ctx, true);
break;
case string x when x.Equals("RabbitMQ", StringComparison.OrdinalIgnoreCase):
Services.RabbitMQ.Setup(ctx, true);
break;
case string x when x.Equals("Redis", StringComparison.OrdinalIgnoreCase):
Redis.Setup(ctx, true);
break;
case string x when x.Equals("SimpleVectorDb", StringComparison.OrdinalIgnoreCase):
SimpleVectorDb.Setup(ctx, true);
break;
}
}
}
private static void EmbeddingGeneratorSetup(Context ctx)
{
var config = AppSettings.GetCurrentConfig();
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "When importing data, generate embeddings, or let the memory Db class take care of it?",
Options =
[
new("Yes, generate embeddings", config.DataIngestion.EmbeddingGenerationEnabled, () =>
{
AppSettings.Change(x => x.DataIngestion.EmbeddingGenerationEnabled = true);
ctx.CfgEmbeddingGenerationEnabled.Value = true;
}),
new("No, my memory Db class/engine takes care of it", !config.DataIngestion.EmbeddingGenerationEnabled, () =>
{
AppSettings.Change(x => x.DataIngestion.EmbeddingGenerationEnabled = false);
ctx.CfgEmbeddingGenerationEnabled.Value = false;
})
]
});
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "When searching for text and/or answers, which embedding generator should be used for vector search?",
Options =
[
new("Azure OpenAI embedding model", config.Retrieval.EmbeddingGeneratorType == "AzureOpenAIEmbedding", () =>
{
AppSettings.Change(x =>
{
x.Retrieval.EmbeddingGeneratorType = "AzureOpenAIEmbedding";
x.DataIngestion.EmbeddingGeneratorTypes = ctx.CfgEmbeddingGenerationEnabled.Value
? new List<string> { x.Retrieval.EmbeddingGeneratorType }
: new List<string>();
});
ctx.CfgAzureOpenAIEmbedding.Value = true;
}),
new("OpenAI embedding model", config.Retrieval.EmbeddingGeneratorType == "OpenAI", () =>
{
AppSettings.Change(x =>
{
x.Retrieval.EmbeddingGeneratorType = "OpenAI";
x.DataIngestion.EmbeddingGeneratorTypes = ctx.CfgEmbeddingGenerationEnabled.Value
? new List<string> { x.Retrieval.EmbeddingGeneratorType }
: new List<string> { };
});
ctx.CfgOpenAI.Value = true;
}),
new("Ollama service", config.Retrieval.EmbeddingGeneratorType == "Ollama", () =>
{
AppSettings.Change(x =>
{
x.Retrieval.EmbeddingGeneratorType = "Ollama";
x.DataIngestion.EmbeddingGeneratorTypes = ctx.CfgEmbeddingGenerationEnabled.Value
? new List<string> { x.Retrieval.EmbeddingGeneratorType }
: new List<string> { };
});
ctx.CfgOllama.Value = true;
}),
new("None/Custom (manually set with code)", string.IsNullOrEmpty(config.Retrieval.EmbeddingGeneratorType), () =>
{
AppSettings.Change(x =>
{
x.Retrieval.EmbeddingGeneratorType = "";
x.DataIngestion.EmbeddingGeneratorTypes = new List<string>();
});
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
private static void TextGeneratorTypeSetup(Context ctx)
{
var config = AppSettings.GetCurrentConfig();
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "When generating answers and synthetic data, which LLM text generator should be used?",
Options =
[
new("Azure OpenAI text/chat model", config.TextGeneratorType == "AzureOpenAIText", () =>
{
AppSettings.Change(x => { x.TextGeneratorType = "AzureOpenAIText"; });
ctx.CfgAzureOpenAIText.Value = true;
}),
new("OpenAI text/chat model", config.TextGeneratorType == "OpenAI", () =>
{
AppSettings.Change(x => { x.TextGeneratorType = "OpenAI"; });
ctx.CfgOpenAI.Value = true;
}),
new("Ollama service", config.TextGeneratorType == "Ollama", () =>
{
AppSettings.Change(x => { x.TextGeneratorType = "Ollama"; });
ctx.CfgOllama.Value = true;
}),
new("LlamaSharp library", config.TextGeneratorType == "LlamaSharp", () =>
{
AppSettings.Change(x => { x.TextGeneratorType = "LlamaSharp"; });
ctx.CfgLlamaSharp.Value = true;
}),
new("None/Custom (manually set with code)", string.IsNullOrEmpty(config.TextGeneratorType), () =>
{
AppSettings.Change(x => { x.TextGeneratorType = ""; });
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
private static void OCRTypeSetup(Context ctx)
{
var config = AppSettings.GetCurrentConfig();
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "Which service should be used to extract text from images?",
Options =
[
new("None", config.DataIngestion.ImageOcrType == "None", () =>
{
AppSettings.Change(x => { x.DataIngestion.ImageOcrType = "None"; });
}),
new("Azure AI Document Intelligence", config.DataIngestion.ImageOcrType == "AzureAIDocIntel", () =>
{
AppSettings.Change(x => { x.DataIngestion.ImageOcrType = "AzureAIDocIntel"; });
ctx.CfgAzureAIDocIntel.Value = true;
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
private static void QueuesTypeSetup(Context ctx)
{
if (!ctx.CfgQueue.Value) { return; }
var config = AppSettings.GetCurrentConfig();
ctx.CfgQueue.Value = false;
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "Which queue service will be used?",
Options =
[
new("Azure Queue",
config.DataIngestion.DistributedOrchestration.QueueType == "AzureQueues",
() =>
{
AppSettings.Change(x => { x.DataIngestion.DistributedOrchestration.QueueType = "AzureQueues"; });
ctx.CfgAzureQueue.Value = true;
}),
new("RabbitMQ",
config.DataIngestion.DistributedOrchestration.QueueType == "RabbitMQ",
() =>
{
AppSettings.Change(x => { x.DataIngestion.DistributedOrchestration.QueueType = "RabbitMQ"; });
ctx.CfgRabbitMq.Value = true;
}),
new("SimpleQueues (only for tests, data stored in memory or disk, see config file)",
config.DataIngestion.DistributedOrchestration.QueueType == "SimpleQueues",
() =>
{
AppSettings.Change(x => { x.DataIngestion.DistributedOrchestration.QueueType = "SimpleQueues"; });
ctx.CfgSimpleQueues.Value = true;
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
private static void DocumentStorageTypeSetup(Context ctx)
{
if (!ctx.CfgDocumentStorage.Value) { return; }
var config = AppSettings.GetCurrentConfig();
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "Where should the service store files? A persistent storage is required to handle updates, downloads, etc.",
Options =
[
new("Azure Blobs",
config.DocumentStorageType == "AzureBlobs",
() =>
{
AppSettings.Change(x => { x.DocumentStorageType = "AzureBlobs"; });
ctx.CfgAzureBlobs.Value = true;
}),
new("AWS S3",
config.DocumentStorageType == "AWSS3",
() =>
{
AppSettings.Change(x => { x.DocumentStorageType = "AWSS3"; });
ctx.CfgAWSS3.Value = true;
}),
new("MongoDB Atlas",
config.DocumentStorageType == "MongoDbAtlas",
() =>
{
AppSettings.Change(x => { x.DocumentStorageType = "MongoDbAtlas"; });
ctx.CfgMongoDbAtlasDocumentStorage.Value = true;
}),
new("SimpleFileStorage (only for tests, data stored in memory or disk, see config file)",
config.DocumentStorageType == "SimpleFileStorage",
() =>
{
AppSettings.Change(x => { x.DocumentStorageType = "SimpleFileStorage"; });
ctx.CfgSimpleFileStorage.Value = true;
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
private static void MemoryDbTypeSetup(Context ctx)
{
var config = AppSettings.GetCurrentConfig();
SetupUI.AskQuestionWithOptions(new QuestionWithOptions
{
Title = "When searching for answers, which memory DB service contains the records to search?",
Options =
[
new("Azure AI Search",
config.Retrieval.MemoryDbType == "AzureAISearch",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "AzureAISearch";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgAzureAISearch.Value = true;
}),
new("Postgres",
config.Retrieval.MemoryDbType == "Postgres",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "Postgres";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgPostgres.Value = true;
}),
new("MongoDB Atlas",
config.Retrieval.MemoryDbType == "MongoDbAtlas",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "MongoDbAtlas";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgMongoDbAtlasMemory.Value = true;
}),
new("Redis",
config.Retrieval.MemoryDbType == "Redis",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "Redis";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgRedis.Value = true;
}),
new("Qdrant",
config.Retrieval.MemoryDbType == "Qdrant",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "Qdrant";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgQdrant.Value = true;
}),
new("SimpleVectorDb (only for tests, data stored in memory or disk, see config file)",
config.Retrieval.MemoryDbType == "SimpleVectorDb",
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "SimpleVectorDb";
x.DataIngestion.MemoryDbTypes = new List<string> { x.Retrieval.MemoryDbType };
});
ctx.CfgSimpleVectorDb.Value = true;
}),
new("None/Custom (manually set in code)",
string.IsNullOrEmpty(config.Retrieval.MemoryDbType),
() =>
{
AppSettings.Change(x =>
{
x.Retrieval.MemoryDbType = "";
x.DataIngestion.MemoryDbTypes = new List<string>();
});
}),
new("-exit-", false, SetupUI.Exit)
]
});
}
}