Mythosia.AI.Abstractions
1.1.0
dotnet add package Mythosia.AI.Abstractions --version 1.1.0
NuGet\Install-Package Mythosia.AI.Abstractions -Version 1.1.0
<PackageReference Include="Mythosia.AI.Abstractions" Version="1.1.0" />
<PackageVersion Include="Mythosia.AI.Abstractions" Version="1.1.0" />
<PackageReference Include="Mythosia.AI.Abstractions" />
paket add Mythosia.AI.Abstractions --version 1.1.0
#r "nuget: Mythosia.AI.Abstractions, 1.1.0"
#:package Mythosia.AI.Abstractions@1.1.0
#addin nuget:?package=Mythosia.AI.Abstractions&version=1.1.0
#tool nuget:?package=Mythosia.AI.Abstractions&version=1.1.0
Mythosia.AI.Abstractions
Core contracts and shared models for the Mythosia.AI ecosystem.
Defines IAIService, all model types, and streaming primitives.
Consumed by Mythosia.AI.Rag and any library that needs the AI service contract without pulling in heavy provider implementations.
Installation
dotnet add package Mythosia.AI.Abstractions
Install this package directly only when writing a library that depends on the AI service contract (e.g., RAG orchestration, custom middleware).
Applications normally take a transitive dependency through Mythosia.AI.
Core Interface
IAIService
The central abstraction for AI completion and streaming.
public interface IAIService
{
string Model { get; }
string Provider { get; }
string SystemMessage { get; set; }
bool StatelessMode { get; set; }
ChatBlock ActivateChat { get; }
// Completion
Task<string> GetCompletionAsync(string prompt);
Task<string> GetCompletionAsync(Message message);
Task<string> GetCompletionAsync(Message message, AIRequestContext context);
// ... additional overloads with AIRequestProfile
// Streaming
IAsyncEnumerable<string> StreamAsync(string prompt, CancellationToken ct = default);
IAsyncEnumerable<StreamingContent> StreamAsync(Message message, StreamOptions options, CancellationToken ct = default);
// ... additional overloads
}
All concrete providers (OpenAIService, AnthropicService, GoogleAIService, etc.) in Mythosia.AI implement this interface.
Models
| Type | Description |
|---|---|
Message |
A conversation message with role, content, and optional multimodal content |
MessageContent |
Base class for multimodal content (TextContent, ImageContent, AudioContent) |
ChatBlock |
Conversation container holding system message and message history |
ActorRole |
Message role enum (System, User, Assistant, Function) |
AIRequestContext |
Per-request context overrides (system message prefix/suffix, message override) |
AIRequestProfile |
Per-request parameter overrides (temperature, max tokens, stateless mode) |
AIModels |
Model identifier constants for all supported providers |
AIProvider |
Provider enum (OpenAI, Anthropic, Google, xAI, DeepSeek, Perplexity) |
Streaming
| Type | Description |
|---|---|
StreamingContent |
Streaming chunk with content, type, metadata, and token usage |
StreamingContentType |
Chunk type enum (Text, Reasoning, FunctionCall, FunctionResult, Status, Error, Completion) |
StreamOptions |
Streaming behavior options (metadata, function calls, reasoning) |
TokenUsage |
Token count data (input, output, cached, reasoning) |
Functions
| Type | Description |
|---|---|
FunctionDefinition |
Function schema for LLM function calling |
FunctionCallingPolicy |
Controls function calling behavior and iteration limits |
AiFunctionAttribute |
Marks a method as an AI-callable function |
AiParameterAttribute |
Describes a function parameter for the AI |
Exceptions
| Type | Description |
|---|---|
AIServiceException |
Base exception for AI service errors |
AgentMaxStepsExceededException |
Thrown when agent exceeds maximum iteration steps |
Relationship to Microsoft.Extensions.AI
Microsoft.Extensions.AI (IChatClient) and IAIService solve different problems at different layers.
IAIService (Mythosia.AI) |
IChatClient (MS.Extensions.AI) |
|
|---|---|---|
| State | Stateful — ChatBlock accumulates conversation history automatically |
Stateless — caller passes the full message list on every call |
| Session management | Multiple ChatBlock sessions per service instance, switchable at runtime |
None; caller manages message lists |
| System message | First-class property; supports per-request prefix/suffix injection via AIRequestContext |
Passed as a ChatMessage with Role = system |
| Request parameters | Strongly-typed AIRequestProfile (temperature, max tokens, stateless, disable functions) |
ChatOptions dictionary |
| Function calling | Automatic ReAct loop with configurable FunctionCallingPolicy (max rounds, timeout, concurrency) |
Single-round; caller implements the loop |
| Streaming chunks | Typed StreamingContent — Text, Reasoning, FunctionCall, FunctionResult, Completion, Error |
Text content updates only |
| Conversation summarization | Built-in SummaryConversationPolicy — auto-summarizes when token/message thresholds are exceeded |
Not provided |
| Multimodal | Message serializes to each provider's wire format automatically |
Caller constructs provider-specific content objects |
| Token usage | Tracks input, output, cached, cache-creation, and reasoning tokens | Input and output tokens only |
IAIService sits at a higher abstraction level than IChatClient. Implementing IChatClient on top of IAIService would discard stateful session management, typed streaming, and the function-calling loop. The two interfaces are not interchangeable.
If interoperability with the MS ecosystem is required, the recommended direction is to accept an IChatClient as a constructor dependency inside a Mythosia.AI provider — not to replace IAIService with IChatClient.
Why This Package?
Mythosia.AI.Rag → Mythosia.AI.Abstractions (zero heavy dependencies)
instead of
Mythosia.AI (Azure.AI.OpenAI, NJsonSchema, TiktokenSharp, ...)
By depending on abstractions rather than the full implementation package, libraries like Mythosia.AI.Rag avoid pulling in provider-specific dependencies. The concrete provider is chosen by the final application.
Links
| Product | Versions Compatible and additional computed target framework versions. |
|---|---|
| .NET | net5.0 was computed. net5.0-windows was computed. net6.0 was computed. net6.0-android was computed. net6.0-ios was computed. net6.0-maccatalyst was computed. net6.0-macos was computed. net6.0-tvos was computed. net6.0-windows was computed. net7.0 was computed. net7.0-android was computed. net7.0-ios was computed. net7.0-maccatalyst was computed. net7.0-macos was computed. net7.0-tvos was computed. net7.0-windows was computed. net8.0 was computed. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed. |
| .NET Core | netcoreapp3.0 was computed. netcoreapp3.1 was computed. |
| .NET Standard | netstandard2.1 is compatible. |
| MonoAndroid | monoandroid was computed. |
| MonoMac | monomac was computed. |
| MonoTouch | monotouch was computed. |
| Tizen | tizen60 was computed. |
| Xamarin.iOS | xamarinios was computed. |
| Xamarin.Mac | xamarinmac was computed. |
| Xamarin.TVOS | xamarintvos was computed. |
| Xamarin.WatchOS | xamarinwatchos was computed. |
-
.NETStandard 2.1
- Mythosia (>= 1.4.0)
NuGet packages (2)
Showing the top 2 NuGet packages that depend on Mythosia.AI.Abstractions:
| Package | Downloads |
|---|---|
|
Mythosia.AI
## What's New in v5.2.0 ### Abstractions Package Split - All shared model/contract types extracted into `Mythosia.AI.Abstractions` (zero heavy dependencies) - `AIService` now implements `IAIService` interface for abstraction-based dependency - Downstream libraries (e.g., `Mythosia.AI.Rag`) can depend on the lightweight abstractions instead of the full implementation - Source-level fully compatible ? all namespaces unchanged, no code changes needed ## Supported Models ### OpenAI - GPT-5, GPT-5 Mini, GPT-5 Nano, GPT-5 Chat Latest - GPT-5.1 - GPT-5.2, GPT-5.2 Pro, GPT-5.2 Codex - GPT-5.3 Codex - GPT-5.4, GPT-5.4 Mini, GPT-5.4 Nano, GPT-5.4 Pro - o3, o3-pro - GPT-4.1, GPT-4.1 Mini, GPT-4.1 Nano - GPT-4o, GPT-4o Mini, GPT-4 Vision ### Anthropic Claude - Claude Opus 4.6, Opus 4.5, Opus 4.1, Opus 4 - Claude Sonnet 4.6, Sonnet 4.5, Sonnet 4 - Claude Haiku 4.5 ### xAI Grok - Grok 4, Grok 4.1 Fast - Grok 3, Grok 3 Mini ### Google Gemini - Gemini 2.5 Pro, Flash, Flash-Lite - Gemini 3 Pro Preview, Flash Preview ### DeepSeek - DeepSeek Chat, DeepSeek Reasoner ### Perplexity - Sonar, Sonar Pro, Sonar Reasoning ## Documentation - Basic Usage: https://github.com/AJ-comp/Mythosia.AI/wiki - Advanced Features: https://github.com/AJ-comp/Mythosia.AI/wiki/Advanced-Features - Release Notes: https://github.com/AJ-comp/Mythosia.AI/wiki/Release-Notes - GitHub: https://github.com/AJ-comp/Mythosia.AI |
|
|
Mythosia.AI.Rag
RAG (Retrieval Augmented Generation) orchestration for Mythosia.AI. Implements Mythosia.AI.Rag.Abstractions v5.x. Includes RagPipeline, text splitters, context builder, OpenAI/vLLM embedding providers, hybrid search (BM25 + Vector + RRF), re-ranking (Cohere, LLM, vLLM), search gate, keyword extraction, weighted-blend final selection, progress reporting, DoclingDocument-to-RagDocument conversion, and per-query VectorFilter passthrough (StoreFilter). Depends on Mythosia.AI.Abstractions (IAIService) instead of the full Mythosia.AI implementation. |
GitHub repositories
This package is not used by any popular GitHub repositories.
v1.1.0: Add IFunctionRegisterable interface. README — added comparison table between IAIService and Microsoft.Extensions.AI IChatClient to clarify design scope and interoperability position.