LearnIntroducing Pinecone ServerlessLearn more

CANDIDATE GENERATION 

Make recommendations that engage

Generate more relevant candidates for your recommendation and personalization systems using vector search in Pinecone.

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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.

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Remarkably better recommendations 

Deliver the most relevant and freshest recommendations with fast, fresh, and filtered vector search.

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Cost-effective at scale

Reduce cost by up to 50x for most workloads with a serverless architecture that separates storage, reads, and writes.

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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

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E-commerce product recommendations

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Personalized
digital ads

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Personalized
streaming content

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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.