SimpleModule 

RAG abstraction for SimpleModule. Defines IRagPipeline interface for pluggable retrieval-augmented generation backends.

Agents module for SimpleModule. Provides database-backed session and message persistence for AI agents.

AI Agent runtime for SimpleModule. Provides agent registration, tool discovery, chat service, and auto-generated REST/SSE endpoints.

Azure OpenAI provider for SimpleModule. Registers IChatClient and IEmbeddingGenerator for Azure OpenAI Service.

Contracts for the SimpleModule RAG module. Shared interfaces and types for cross-module use.

Localization module for SimpleModule. Provides multi-language support with JSON-based translations.

Package Description

RAG module for SimpleModule. Provides database-backed storage for structured knowledge cache and RAG data.

Ollama AI provider for SimpleModule. Registers IChatClient and IEmbeddingGenerator for local LLM inference.

Package Description

Email module for SimpleModule. Handles email sending with configurable SMTP providers, templates, and retry logic.

Package Description

Contracts for the SimpleModule Agents module. Events and shared types for cross-module use.

Chat module for SimpleModule. User-facing conversations backed by the Agents framework with automatic RAG augmentation.

In-memory vector store provider for SimpleModule.Rag. For development and testing only.

GIS datasets module for SimpleModule. Upload, process and expose GIS datasets (GeoJSON, Shapefile, KML, GeoPackage, PMTiles, COG).

Map module for SimpleModule. MapLibre GL JS-based interactive map with layer source catalog (WMS, WFS, WMTS, PMTiles, COG, XYZ, vector tiles).

StructRAG implementation for SimpleModule. Converts retrieved documents into optimal structured formats (tables, graphs, algorithms, catalogues) before reasoning.

OpenAI provider for SimpleModule. Registers IChatClient and IEmbeddingGenerator for OpenAI API.

Package Description