CANDIDATE GENERATION
Make recommendations that engage
Generate more relevant candidates for your recommendation and personalization systems using vector search in Pinecone.
Candidate generation with Pinecone
A key part of a recommendation system, candidate generation provides a set of items likely to be recommended to a user. The Pinecone vector database lets you index and search for the most relevant items for your users as part of your AI-powered RecSys stack.
Remarkably better recommendations
Deliver the most relevant and freshest recommendations with fast, fresh, and filtered vector search.
Cost-effective at scale
Reduce cost by up to 50x for most workloads with a serverless architecture that separates storage, reads, and writes.
Hassle-free and fast
Go to production in hours, not days, with a fully managed vector database that is easy to use without any infrastructure to manage.
What developers can build with Pinecone
E-commerce product recommendations
Personalized digital ads
Personalized streaming content
Personalized news
Resources for developers
Start building knowledgeable AI now
Create your first index for free, then upgrade and pay as you go when you're ready to scale, or talk to sales.