Milvus is an open-source distributed vector database with a Go system layer and C++ core, supporting multiple vector indexes, hybrid search, and Kubernetes-native scaling for AI workloads.
MemPalace offers a local-first AI memory system with 96.6% recall on conversation history retrieval without any cloud or LLM calls, emphasizing privacy and efficient semantic search.