angelhernandezm 

Portable, memory-mapped data artifact substrate for .NET. Open cost independent of payload size, flat memory, cross-process page sharing, records as ReadOnlySequence<byte> with no managed copies proportional to... More information

Cartograph artifact format: header, append-only segment manifest, per-record checksums, and bounds-validated record access over the Cartograph mapped-memory substrate.

File-catalog convention for Cartograph artifacts: a self-describing manifest stored as record zero that maps packed file names, sizes and timestamps back to the segments and records holding them, plus a... More information

Build, train and export neural networks (MLP, CNN, RNN/LSTM, Autoencoder, GAN, Transformer) from strongly-typed C# configuration — no Python code required. NeuroForge bootstraps and manages a Python/TensorFlow... More information

Ambient execution context primitives shared across every Meridian subsystem.

Tracing (ActivitySource), metrics (Meter) and lightweight response evaluation shared across Meridian.

Embeddings, a pluggable semantic store, and retrieval (RAG) built on top of Meridian.Models.

Agent construction, tools, memory and sequential/parallel workflows, built on the Microsoft Agent Framework (MAF).

Multi-provider chat, embedding and image model clients (Azure OpenAI, OpenAI, Anthropic, Gemini, Perplexity, Azure AI Inference) built on Microsoft.Extensions.AI, with fallback, retry and pipeline opt-ins.

The services.AddMeridian(...) front door: wires Models, Knowledge, Agents and Observability into an IServiceCollection with one opinionated, fluent builder.