I'm biased, but I'd recommend exploring Typesense for search. It's an open source alternative to Algolia + Pinecone, optimized for speed (since it's in-memory)

I'm biased, but I'd recommend exploring Typesense for search. It's an open source alternative to Algolia + Pinecone, optimized for speed (since it's in-memory) and an out-of-the-box dev experience. E-commerce is also a very common use-case I see among our users. Here's a live demo with 32M songs: https://songs-search.typesense.org/ https://songs-search.typesense.org/ Disclaimer: I work on Typesense.