Mallamaci Benito

Ask questions across your Markdown notes using a fully local Graph RAG engine. Built for Obsidian vaults, works with any folder of Markdown files. Extracts entity-relation triples from wikilinks & YAML frontmatter, retrieves answers via hybrid search (vector + BM25 + temporal). Multilingual. No cloud. Runs on Ollama.

A lightweight AI agent for legacy hardware. Written in Zig, runs on Windows XP SP3 x86 with 64 MB RAM. Connects to Ollama for LLM-powered system diagnostics and management via function calling.

A streaming Mixture-of-Experts (MoE) inference engine written in pure C, that runs models larger than your RAM on ordinary consumer hardware - MiniMax-M2 (230B) - GPT-OSS (20B and 120B) and Qwen3-MoE

A from-scratch Zig inference engine for large MoE models - stream experts from SSD → RAM → VRAM and keep the resident working set small. ColiZig explores a different way to run Mixture-of-Experts models: instead of loading the entire model into memory, it treats expert weights as a tiered working set and streams them between SSD, RAM and opt. VRAM