Support Running as Serverless but with Data Persistence about kernel-memory

[dluc]

hi @HazyFish the volatile mode is only the default configuration, and you can easily change that. In serverless mode, there's 2 components to setup: file storage and memory storage.

(In Service mode you would also configure a persistent orchestration queue using Azure Queues or RabbitMQ).

Here's a few examples:

var memory = new KernelMemoryBuilder()
    .WithOpenAI(openAICfg)
    .WithAzureBlobsStorage(azureBlobsConfig) // file storage in the cloud, for Prod use cases
    .WithAzureAISearch(azureSearchConfig)  // memory storage in the cloud, for Prod use cases
    .Build<MemoryServerless>();

var memory = new KernelMemoryBuilder()
    .WithOpenAI(openAICfg)
    .WithSimpleFileStorage(new SimpleFileStorageConfig { StorageType = FileSystemTypes.Disk }) // local file storage
    .WithQdrantMemoryDb(qdrantConfig) // memory storage on Qdrant, both local or in the cloud
    .Build<MemoryServerless>();

var memory = new KernelMemoryBuilder()
    .WithOpenAI(openAICfg)
    .WithSimpleFileStorage(new SimpleFileStorageConfig { StorageType = FileSystemTypes.Disk }) // local file storage
    .WithSimpleVectorDb(new SimpleVectorDbConfig { StorageType = FileSystemTypes.Disk }) // memory storage, designed for tests/dev, doesn't scale to millions of memories
    .Build<MemoryServerless>();

There are also other options, e.g. type .With... to see IntelliSense suggestions.

[dluc]

@HazyFish I'll close the issue -- we're updating the docs and we'll make this easier to find, thanks for the feedback!

You can take a sneak peak at https://microsoft.github.io/kernel-memory to see the work in progress :-)

[HazyFish]

Thank you so much for the prompt response!!! I hope this is added to the README.md for more clarity. Should I close the issue now?