Tag
Embeddings
3 articles tagged with Embeddings.
Searching English text in Spanish, and why "balompié" goes skiing
A Spanish search finds the right English sentence, and a formal Spanish word for football finds a ski trip. What an embedding model reads, what it gives back, how to tell a real match from a guess, and what changes with a second model running locally.
EmbeddingGemma 2 in the browser: one search box for photos, sound, video and notes
How EmbeddingGemma 2 puts text, images, audio and video into one vector space, and what it takes to run it entirely in a browser tab on WebGPU: token budgets, a 2,700-token wall, Matryoshka truncation, offline search, and why q4 doesn't load on WASM.
Graph memory for AI agents
How to give an agent a memory that stores the way facts connect and updates them when they change. A walk through extraction, entity resolution, time-ranged edges, and ranked recall, in about 150 lines of node:sqlite, sqlite-vec, and Gemini.