Boosting Vector Search: Exploring Options Beyond Faiss for LLM Applications

This article dives into the exciting world of vector search, a crucial element for modern AI applications. It explores the limitations of using Faiss for large-scale data and presents alternative solutions like SQLite, DuckDB, RDB, and BigQuery. The exploration of different database options opens doors to more efficient and scalable implementations of applications like RAG.