Large performance and efficiency gains to vector search capabilities — now searching Billions of molecule vectors with Pinecone serverless at the center.

USE CASE: RECOMMENDATIONS

Hyperleap increased click-through rates by 50%, providing job seekers customized matches with Pinecone for their AI-powered job board.

USE CASE: RAG

"Pinecone aligns with our vision to democratize data accessibility for all engineers, and we're excited to uncover more potential with its new serverless architecture."

Developer Experience

Scale simplified

Fully managed and serverless for effortless scaling.

Rapid setup

Launch your vector databases in seconds.

Serverless scaling

Resources adjust to meet your demand automatically.

Rock-solid reliability

Trust in consistent uptime for your critical applications.

agent/retriever.py

Quickstart guide

from pinecone import Pinecone

pc = Pinecone("<API KEY>")

pc.Index("semantic-search")

index.query(
   namespace="breaking-news"
   vector=[0.13, 0.45, 1.34, ...],
   filter={"category": {"$eq": "technology"}},
   top_k=3
)

Relevance, delivered

Advanced retrieval capabilities for precise search across dynamic datasets.

Embeddings

Choose from our leading hosted models or bring your own vectors.

Optimized recall

Benchmark leading algorithms maximize recall with low latency.

Filters

Retrieve only the vectors that match your metadata filters.

Real-time indexing

Upserted and updated vectors are dynamically indexed in real-time to ensure fresh reads.

Full-text search

Get an exact keyword match with sparse indexes when semantic search isn't enough.

Rerankers

Add an extra layer of precision with rerankers to boost the most relevant matches.

Namespaces

Create partitions of your data with namespaces to ensure tenant isolation.

Learn how to achieve best-in-class relevance with cascading retrieval

View sample code

Works where you do

Use Pinecone with your favorite cloud provider, data sources, models, frameworks, and more.

Explore Integrations

Enterprise-ready AI

Meet security and operational requirements to bring AI products to market faster.

View Security

Secure

With encryption at rest and in transit, hierarchical encryption keys, private networking, and more, your data is secure. Contact us to deploy a privately managed Pinecone region within your cloud.

Reliable

Powering mission-critical applications of all sizes, with uptime SLAs, support SLAs, and observability.

Compliant

Control your data and know it's safe. Pinecone is SOC 2, GDPR, ISO 27001, and HIPAA certified.

Start building knowledgeable AI today

Create your first index for free, then pay as you go when you're ready to scale.

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The vector database for scale in production

Performance at scale for {rag}

7.5B+