Incremental Vector Index Updates With Delta Synchronization

via “incremental batch indexing with conflict resolution”

Self-learning vector database for Node.js — hybrid search, Graph RAG, FlashAttention-3, HNSW, 50+ attention mechanisms

Unique: Implements HNSW-aware incremental insertion with explicit conflict resolution strategies, whereas most vector DBs either require full rebuilds or handle conflicts implicitly without user control

vs others: More flexible than Pinecone's upsert (which silently overwrites) because it exposes conflict strategies; faster than Milvus for small batch updates due to local processing