Omni – Open-source workplace agent, built on Postgres

Omni – Open-source workplace agent, built on Postgres

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  • storage utilisation is substantial. store both inverted indexes and dense embeddings creates significant overhead. with 1k dimension vectors, an average like 20 page doc with 30-100 chunks will be 120-400kb. HNSW tops with 1.5-2.0x the size of db.

    although trading disk space for sub second search is good choice. overall great technical execution!

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