The question "Where is the drill?" answered in a chat bubble as "The drill kit is stored in Bay 2.", with two fact chips linked to the highlighted Drill kit and Bay 2 nodes of a small knowledge graph.

llm-in-browser

A small language model chatting locally in the browser: SmolLM2-360M, LoRA fine-tuned, runs over WebGPU through a patched Rust/WASM runtime with no inference server, while a second Rust/WASM module retrieves evidence from a fictional research-station knowledge graph. Every answer shows the facts it used. The technique first shipped inside stix-meta-explorer's STIX assistant; this is it on its own, with the whole pipeline from graph generation through training, evaluation and browser proof published. Experimental, desktop only.

Published Project 2026 – present

SourceLive

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stix-meta-explorer

A small language model chatting locally in the browser: SmolLM2-360M, LoRA fine-tuned, runs over WebGPU through a patched Rust/WASM runtime with no inference server, while a second Rust/WASM module retrieves evidence from a fictional research-station knowledge graph. Every answer shows the facts it used. The technique first shipped inside stix-meta-explorer’s STIX assistant; this is it on its own, with the whole pipeline from graph generation through training, evaluation and browser proof published. Experimental, desktop only.