WIKI SEARCH NO QUERY SERVER. JUST OBJECT STORAGE + YOUR BROWSER. Type a question to search 100,000 Wikipedia articles. ParqDB builds an IVF-LVQ8 index over their MiniLM embeddings and publishes it to object storage as immutable Parquet files. Your browser embeds the query, reads only the required byte ranges, and ranks results in WASM. No query server sees your data. QUERY──> vector DB──READ──> object storageVECTOR DB × AWAITING EXECUTION0 MEM HITS · ORDERED CACHE + NETWORK EVENTS


