Pinecone

Pinecone is a vector database that makes it easy to build high-performance vector search applications. Developers and data scientists use it to store, index, and query high-dimensional vector embeddings for use cases like recommendation engines and semantic search.

Official docs: https://docs.pinecone.io/

Pinecone Overview

• Index
  • Vector — Stored within an index.
• Collection

When to use which actions: Use action names and parameters as needed.

Working with Pinecone

This skill uses the Membrane CLI to interact with Pinecone. Membrane handles authentication and credentials refresh automatically — so you can focus on the integration logic rather than auth plumbing.

Install the CLI