christopherkarani/Wax
A Swift-native, single-file memory engine for AI agents providing sub-millisecond vector search and RAG retrieval on Apple Silicon.
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Wax stores documents, embeddings, and structured knowledge in a single .wax file that runs entirely on-device without servers or API keys. It leverages Apple’s Metal framework for GPU-accelerated vector operations and embedding computation, enabling fast retrieval-augmented generation directly on iOS and macOS. The system supports MCP server integration for agent tool use.