Memvid V2 is live! We just killed every RAG and Vector Database company (by storing AI memory inside video frames) - 5 minute setup - Zero infrastructure. - Hybrid search - Sub-5ms retrieval - Fully portable - Open Source Memvid V2 introduces the first portable, serverless AI memory layer that replaces traditional RAG pipelines and vector databases with a single file. No database. No preprocessing. Just a reliable, long-term memory layer that agents can carry anywhere.