pgvector is great if you're already on postgres and only need text search. funny enough, Neon Postgres actually featured us in a case study about this exact top

pgvector is great if you're already on postgres and only need text search. funny enough, Neon Postgres actually featured us in a case study about this exact topic. we replaced pinecone and rds with neon under the hood: https://neon.com/blog/vecstore-replacing-pinecone-and-rds-with-neon https://neon.com/blog/vecstore-replacing-pinecone-and-rds-wi... the gap shows up when you need image search, face search, or content moderation on top of text search. that's where a dedicated api makes more sense than rolling your own on postgres