Vector Database · for Next.js

Vector Database for Next.js

Among 36 makers' products we track that are built with Next.js, here's what they chose for vector database — each counted from a live-product source.

Inside the database you already run, or a separate vector store. pgvector keeps vectors next to your rows, with one backup and one query language, but tuning large indexes is on you. A dedicated vector store handles scale, filtering and hybrid search for you, at the cost of another service to sync data into.

What makers on Next.js chose

Counts are live products with a source, not market share; a product using two options counts in both.

PineconeManaged vector store

llms.txt

Best forA fully hosted index with nothing to operate, sized by usage.

Trade-offClosed source and cloud-only, so leaving means re-indexing somewhere else.

19 of the 36 Next.js products here · free tier

ChromaEmbedded / local-first

llms.txt

Best forPrototyping RAG on your laptop with a pip or npm install and no server to run.

Trade-offFor production you either run its server yourself or move to Chroma Cloud.

5 of the 36 Next.js products here · free tier · open source

QdrantOpen-source vector store

llms.txt

Best forHeavy metadata filtering alongside vector search, self-hosted from one binary or on its managed cloud.

Trade-offOne more service to deploy and keep in sync with your main database.

5 of the 36 Next.js products here · free tier · open source

turbopufferManaged vector store

llms.txt

Best forVery large or many-tenant indexes where storing everything on object storage keeps cost down.

Trade-offNo free tier (paid plans have a monthly minimum), and it's cloud-only.

4 of the 36 Next.js products here

LanceDBEmbedded / local-first

llms.txt

Best forAn embedded vector database that stores vectors and data as files on local disk or object storage, with no server to run.

Trade-offMany concurrent writers need care, and the managed cloud is a separate paid product.

3 of the 36 Next.js products here · free tier · open source

WeaviateOpen-source vector store

llms.txt

Best forHybrid search that mixes keyword and vector results, with built-in modules that can create embeddings for you.

Trade-offMore concepts and configuration to learn than simpler stores; some advanced features need a license key.

2 of the 36 Next.js products here · free tier · open source

Also real options for vector database, not seen among these Next.js products yet: pgvector.