Found 23 packages
A complete C# re-write of Berkeley's open source Convolutional Architecture for Fast Feature Encoding (CAFFE) for Windows C# Developers with full On-line Help, now with Temporal Fusion Transformers, GPT, Seq2Seq/Attention, Single-Shot MultiBox, TripletNet, SiameseNet, NoisyNet, Deep Q-Network and Policy Gradient Reinforcement Learning, cuDNN LSTM Recurrent Learning, and Neural Style Transfer support!
Redis-backed distributed embedding cache for Intentum. Implements IEmbeddingCache using StackExchange.Redis for production multi-node scenarios.
OpenAI provider for Ananke.Orchestration � ChatClient-based IStreamingAgentModel implementation with tool calling and structured output support.
Communication abstraction layer supporting multiple channels and protocols for inter-agent messaging and coordination.
Redis distributed storage implementation for Kode Agent SDK - High-performance state persistence and session management
Ananke — distributed state machine + workflow orchestration for .NET. Install this meta-package to get StateMachine, Orchestration, and the Bridge integration layer in one step.
Google Gemini provider for Ananke.Orchestration — IStreamingAgentModel implementation with tool calling, structured output, and streaming via the official Google GenAI SDK. Supports both the Gemini Developer API and Vertex AI.
Shared interfaces and contracts for the Ananke distributed framework � IDistributedLock, IKeyValueDataAdapter, IChannelReader/Writer, and configuration types.
Distributed state machine engine with RedLock coordination, middleware pipeline, guard conditions, and fault/reset circuit breaking.
Workflow orchestration engine for .NET � fluent graph-as-code builder, AgentJob with tool calling, checkpointing, tracing, and LLM provider abstractions.
Qdrant vector database provider for Ananke — IKnowledgeStore implementation with dense vector search, metadata filtering, and automatic collection management.
MCP (Model Context Protocol) integration for Ananke — expose ToolKit tools and Workflow executions as MCP server capabilities, and import tools from external MCP servers into ToolKit for agent use. Supports stdio and HTTP transports via the official C# MCP SDK.
Document extractors for the Ananke knowledge pipeline. Implements IDocumentExtractor for PDF, Markdown, and plain text content.
MQTT infrastructure for Ananke — IChannelReader and IChannelWriter backed by MQTTnet. Provides services.AddAnankeMqtt() for DI registration.
Anthropic provider for Ananke.Orchestration � Claude-based IStreamingAgentModel implementation with tool calling support.
Redis infrastructure for Ananke — IDistributedLock via RedLock and IKeyValueDataAdapter via StackExchange.Redis. Provides services.AddAnankeRedis() for DI registration.
Design-time tooling for Ananke — YAML manifest import (DSL for workflow topology, model aliases, system prompts) and Mermaid diagram export. Enables declarative pipeline definitions with code-bound job implementations.
OpenTelemetry tracing infrastructure for Ananke — one-liner OTLP export to BetterStack, Jaeger, Grafana Tempo, or any OTLP-compatible backend. Works with both Ananke.Orchestration and Ananke.StateMachine.
Entity Framework Core and distributed caching storage implementations for TrustIdentity.
Observability layer for MonadicSharp.Agents — OpenTelemetry-compatible metrics and distributed tracing for agent executions, pipelines, and circuit breakers. Zero external dependencies: built on System.Diagnostics.Metrics and System.Diagnostics.ActivitySource.