OpenClaw

pinecone

Pinecone vector database — manage indexes, upsert vectors, query similarity search, manage namespaces, and track collections via the Pinecone API. Build semantic search, recommendation systems, and RAG pipelines with high-performance vector storage. Built for AI agents — Python stdlib only, zero dependencies. Use for vector search, semantic similarity, RAG applications, recommendation engines, and AI memory systems.

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查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install aiwithabidi/pinecone

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

🌲 Pinecone

Pinecone vector database — manage indexes, upsert vectors, query similarity search, manage namespaces, and track collections via the Pinecone API.

Features

Index management — create, configure, delete indexes
Vector upsert — insert and update vectors with metadata
Similarity search — query nearest neighbors
Namespace management — organize vectors by namespace
Metadata filtering — filter queries by metadata fields
Collection management — create snapshots of indexes
Batch operations — bulk upsert and delete
Index stats — vector counts, dimensions, usage
Sparse-dense — hybrid search with sparse vectors
Serverless — auto-scaling serverless indexes

Requirements

Variable	Required	Description
`PINECONE_API_KEY`	✅	API key/token for Pinecone

Quick Start

# List indexes
python3 {baseDir}/scripts/pinecone.py indexes

# Get index details
python3 {baseDir}/scripts/pinecone.py index-get my-index

# Create an index
python3 {baseDir}/scripts/pinecone.py index-create '{"name":"my-index","dimension":1536,"metric":"cosine","spec":{"serverless":{"cloud":"aws","region":"us-east-1"}}}'

# Delete an index
python3 {baseDir}/scripts/pinecone.py index-delete my-index

Commands

`indexes`

List indexes.

python3 {baseDir}/scripts/pinecone.py indexes

`index-get`

Get index details.

python3 {baseDir}/scripts/pinecone.py index-get my-index

`index-create`

Create an index.

python3 {baseDir}/scripts/pinecone.py index-create '{"name":"my-index","dimension":1536,"metric":"cosine","spec":{"serverless":{"cloud":"aws","region":"us-east-1"}}}'

`index-delete`

Delete an index.

python3 {baseDir}/scripts/pinecone.py index-delete my-index

`upsert`

Upsert vectors.

python3 {baseDir}/scripts/pinecone.py upsert --index my-index '{"vectors":[{"i...

来源信息

Source: github
Repository: openclaw/skills
Path: skills/aiwithabidi/pinecone
Version: —
Commit: bfc56a0f1b7e83f3a2cd6eb0834f0946678dd71a
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# 🌲 Pinecone

Pinecone vector database — manage indexes, upsert vectors, query similarity search, manage namespaces, and track collections via the Pinecone API.

## Features

- **Index management** — create, configure, delete indexes
- **Vector upsert** — insert and update vectors with metadata
- **Similarity search** — query nearest neighbors
- **Namespace management** — organize vectors by namespace
- **Metadata filtering** — filter queries by metadata fields
- **Collection management** — create snapshots of indexes
- **Batch operations** — bulk upsert and delete
- **Index stats** — vector counts, dimensions, usage
- **Sparse-dense** — hybrid search with sparse vectors
- **Serverless** — auto-scaling serverless indexes

## Requirements

| Variable | Required | Description |
|----------|----------|-------------|
| `PINECONE_API_KEY` | ✅ | API key/token for Pinecone |

## Quick Start

```bash
# List indexes
python3 {baseDir}/scripts/pinecone.py indexes
```

```bash
# Get index details
python3 {baseDir}/scripts/pinecone.py index-get my-index
```

```bash
# Create an index
python3 {baseDir}/scripts/pinecone.py index-create '{"name":"my-index","dimension":1536,"metric":"cosine","spec":{"serverless":{"cloud":"aws","region":"us-east-1"}}}'
```

```bash
# Delete an index
python3 {baseDir}/scripts/pinecone.py index-delete my-index
```



## Commands

### `indexes`
List indexes.
```bash
python3 {baseDir}/scripts/pinecone.py indexes
```

### `index-get`
Get index details.
```bash
python3 {baseDir}/scripts/pinecone.py index-get my-index
```

### `index-create`
Create an index.
```bash
python3 {baseDir}/scripts/pinecone.py index-create '{"name":"my-index","dimension":1536,"metric":"cosine","spec":{"serverless":{"cloud":"aws","region":"us-east-1"}}}'
```

### `index-delete`
Delete an index.
```bash
python3 {baseDir}/scripts/pinecone.py index-delete my-index
```

### `upsert`
Upsert vectors.
```bash
python3 {baseDir}/scripts/pinecone.py upsert --index my-index '{"vectors":[{"i...

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