Pinecope

• It's a SaaS managed database
• https://www.pinecone.io/
• Its entire design is optimized for ANN (approximate nearest neighbor) search on dense/sparse embeddings.

Index

• An index is the "table" (equivalent in relational databases) entity. It groups vectors of the same context

• https://app.pinecone.io/organizations/-OpHY86Vr-rBrZ8ISGsh/projects/3707bf30-0319-411a-a64d-3bbdf6bb8673/create-index/serverless

• Configuration

• Modality: Text
• Vector type: Dense, Sparse
• Max input: 2,048 tokens
• Starter limits: 5M tokens
• Dimension: 1024
• Metric: Cosine Similarity, Euclidean Distance, Dot Product
• Cloud Provider: AWS, GCP, Azure
• Region: us-east-1, us-west-2, eu-west-1
• Capacity Mode: Serverless, dedicated nodes