Mythosia.AI.Rag.Abstractions 6.2.0

Mythosia.AI.Rag.Abstractions

Package Summary

Core interfaces and models for the Mythosia.AI RAG ecosystem.
This package defines the contracts that all RAG components implement — you only need this directly if you're building a custom implementation.

Interfaces

Models

Per-Query Overrides via Clone()

RagPipelineOptions, RagQueryOptions, RagFilter, RagRetrievalDerivation, and RagFinalSelectionOptions all expose a Clone() method. Use Clone() to override a single field on top of RagPipelineOptions.DefaultQuery without losing the other configured fields (notably StoreFilter and ProgressAsync):

var options = pipeline.Options.DefaultQuery.Clone();
options.FinalFilter.TopK = 10;
await pipeline.QueryAsync(query, options);

Constructing new RagQueryOptions { FinalFilter = ... } from scratch silently drops every other field, including any tenant/permission scope on StoreFilter and any progress callback on ProgressAsync. Clone() makes the "inherit defaults, override one field" pattern safe.

Custom Implementation Example

public class MyEmbeddingProvider : IEmbeddingProvider
{
 public int Dimensions => 768;

 public Task<float[]> GetEmbeddingAsync(string text, CancellationToken ct = default)
 {
 // Your embedding logic here
 }

 public Task<IReadOnlyList<float[]>> GetEmbeddingsAsync(
 IEnumerable<string> texts, CancellationToken ct = default)
 {
 // Batch embedding logic here
 }
}

Then register via the builder:

.WithRag(rag => rag.UseEmbedding(new MyEmbeddingProvider()))