Add DI helpers for scenarios not requiring AI #472
Merged
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Kernel Memory can be utilized to create applications that don't require Text Generation or Embedding Generation. However, these dependencies must still be set up. Given the absence of a method that is simultaneously fast, free, and of high quality for this setup — especially for embeddings — without resorting to API calls and authentication keys, the Kernel Memory builder lacks a default configuration and throws an exception (see issue #466 for an example).
To address this, we introduce two straightforward solutions that allow the injection of placeholder text and embedding generators:
KernelMemoryBuilder.WithoutEmbeddingGenerator()KernelMemoryBuilder.WithoutTextGenerator()Alternatively:
appBuidler.Services.AddNoEmbeddingGenerator()appBuidler.Services.AddNoTextGenerator()Should these placeholder classes be called upon to generate text or embeddings, they will intentionally throw a
NotImplementedExceptionexception. This ensures that any overlooked dependencies can be identified.