Visualizers
Learn by moving things
Interactive explainers for the ideas behind retrieval, embeddings, and agents. A formula tells you what is true; dragging a vector shows you why. Each one also appears inside the article it belongs to, and runs entirely in your browser, so drag, poke, and break it.
GraphRAG global search
From: Beyond the Vector →Global search clusters the graph into communities, summarizes each, maps the question over every community summary to get partial answers, then reduces them into one. Ideal for broad, whole-corpus questions flat RAG cannot touch.
The graph is clustered into communities, each with its own summary.
Multimodal: translate to text first
From: Beyond the Vector →Turn each non-text item into text first, captioning images, parsing tables, transcribing audio, then retrieve over the descriptions with ordinary text RAG.
Turn each non-text item into text first: caption images, parse tables, transcribe audio. Then retrieve over the descriptions with ordinary text RAG.