Forum Discussion

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 bas...
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.

Resources