Hnsw Index Python Packages

feather-db

Embedded vector database + living context engine Part of Hawky.ai — AI-Native Digital Marketing OS

spector-client

Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs. Fused semantic + SIMD-accelerated hybrid recall, in-process MCP, REST/gRPC, and language SDKs.