Pinecone Vector Database

Pinecone is a fully managed vector database service.

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Setup

bash
pip install pinecone-client

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Usage

python
import pinecone
pinecone.init(api_key="your-api-key", environment="us-west1-gcp")
index = pinecone.Index("my-index")
index.upsert(vectors=[("id1", [0.1, 0.2, 0.3])])

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Benefits

Fully managed infrastructure

Auto-scaling

Low latency queries

Enterprise security