Langchain, OpenAI, Database, Genai, Semantic Search.
is rooted in a similar observation. Our founding team’s sequence of papers [NeurIPS 2019, ICLR 2022, and KDD 2022] demonstrates the superiority of such an index, significantly reducing the memory footprint compared to embedding-based approaches. The advantage of not needing to store any embedding