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Embeddings

2 articles tagged with Embeddings.

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  1. 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.

    AIEmbeddingsWebGPUTransformers.js

  2. 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.

    AI AgentsMemorySQLiteEmbeddings