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Bhavin163884's avatar
Bhavin163884
Copper Contributor
Jun 27, 2024

Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI

Hello Community,
I am seeking for guidance here, Looking for Kernel Memory - Retrieval Augmented Generation (RAG) using Azure Open AI which can read file in kernel memory. I can ask question and based on memory it can answer my questions. I want to use .NetCore here for implementation.

I have referred below article but i did not found configuration related to Azure Open AI.

https://github.com/microsoft/kernel-memory/tree/main%22github.com%22

1 Reply

  • Kidd_Ip's avatar
    Kidd_Ip
    MVP
    Jan 22, 2025

    Try below steps:

     

    • Set Up Your Environment: Ensure you have .NET Core installed and set up your development environment.
    • Install Required Packages: You'll need to install the necessary packages for Kernel Memory and Azure Open AI. You can find these packages on NuGet or GitHub.
    • Configure Kernel Memory: Use the configuration settings provided in the Kernel Memory repository to set up your project. 
    var builder = DistributedApplication.CreateBuilder();
builder.AddContainer("kernel-memory", "kernelmemory/service")
    .WithEnvironment("KernelMemory__TextGeneratorType", "OpenAI")
    .WithEnvironment("KernelMemory__DataIngestion__EmbeddingGeneratorTypes__0", "OpenAI")
    .WithEnvironment("KernelMemory__Retrieval__EmbeddingGeneratorType", "OpenAI")
    .WithEnvironment("KernelMemory__Services__OpenAI__APIKey", "your OpenAI key");
builder.Build().Run();
    • Implement RAG: Use the Kernel Memory service to index your data and perform queries.

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