SimpleModule 

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

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

Rate limiting module for SimpleModule. Enforces rate limits using fixed window, sliding window, and token bucket algorithms.

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

Background job module for SimpleModule. Manages scheduled job execution with cron support and progress tracking.

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

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

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

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

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

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

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

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

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