Changes

Apis/rag-api/Clients/Ai/CachedRagAiClient.cs

@@ -0,0 +1,54 @@
+using Microsoft.Extensions.Options;
+using Rag.Models.Settings;
+using Api.Data.Repositories.Contracts;
+using Api.Clients.Ai.Contracts;
+using CommonHelpers;
+
+namespace Api.Clients.Ai;
+
+public sealed class CachedRagAiClient : IAiClient
+{
+    private readonly RagAiClient _client;
+    private readonly IRagRepository _repository;
+    private readonly AiSettings _settings;
+
+    public CachedRagAiClient(RagAiClient client, IRagRepository repository, IOptions<AiSettings> options)
+    {
+        _client = client;
+        _repository = repository;
+        _settings = options.Value;
+    }
+
+    public async Task<float[]> CreateEmbeddingAsync(string input, CancellationToken ct)
+    {
+        var model = GetEmbeddingModel();
+        var textHash = HashHelper.Compute(input);
+        var cacheKey = HashHelper.Compute($"embedding:{_settings.Provider}:{model}:{textHash}");
+        var cached = await _repository.GetEmbeddingAsync(cacheKey, ct);
+        if (cached is not null) return cached;
+
+        var vector = await _client.CreateEmbeddingAsync(input, ct);
+        await _repository.SaveEmbeddingAsync(cacheKey, model, textHash, vector, ct);
+        return vector;
+    }
+
+    public async Task<string> CreateChatCompletionAsync(string systemPrompt, string userPrompt, decimal temperature, CancellationToken ct)
+    {
+        var model = GetChatModel();
+        var cacheKey = HashHelper.Compute($"chat:{_settings.Provider}:{model}:{temperature:0.00}:{systemPrompt}:{userPrompt}");
+        var cached = await _repository.GetChatCompletionAsync(cacheKey, ct);
+        if (cached is not null) return cached;
+
+        var response = await _client.CreateChatCompletionAsync(systemPrompt, userPrompt, temperature, ct);
+        await _repository.SaveChatCompletionAsync(cacheKey, model, temperature, response, ct);
+        return response;
+    }
+
+    private string GetEmbeddingModel() => string.Equals(_settings.Provider, "Ollama", StringComparison.OrdinalIgnoreCase)
+        ? _settings.Ollama.EmbeddingModel
+        : _settings.OpenAI.EmbeddingModel;
+
+    private string GetChatModel() => string.Equals(_settings.Provider, "Ollama", StringComparison.OrdinalIgnoreCase)
+        ? _settings.Ollama.ChatModel
+        : _settings.OpenAI.ChatModel;
+}