Pinecone managed vector database reference. Covers serverless index creation, Python SDK upsert/query/delete, metadata filters, namespaces, batch operations, RAG pattern with OpenAI, filter operators, and best practices.
Scanned 9/7/2026
Install to Claude Code
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---
name: pinecone
version: 1.0.0
description: >
Pinecone managed vector database reference. Covers serverless
index creation, Python SDK upsert/query/delete, metadata
filters, namespaces, batch operations, RAG pattern with
OpenAI, filter operators, and best practices.
author: BytesAgain
homepage: https://bytesagain.com
source: https://github.com/bytesagain/ai-skills
tags: [pinecone, vector-database, managed, rag, embeddings, ai]
---
# Pinecone Reference
Fully managed vector database.
## Commands
| Command | Description |
|---------|-------------|
| `intro` | Overview, tiers |
| `usage` | Python SDK, CRUD |
| `rag` | RAG pattern, filters |
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