memvid

Memvid is a portable, self-contained knowledge layer for AI agents and models, designed to provide persistent context, rapid information retrieval, and enhanced response quality. Developers can store, search, and manage knowledge in a single .mv2 file, which is compatible with a wide range of environments (local, on-prem, or cloud) and connects easily to AI systems via MCP, SDKs, or API. The platform is optimized for crash-safety, zero vendor lock-in, and supports advanced hybrid search (lexical plus semantic) for high-accuracy results.