pinecone-rag — Agent Skill 安装配置（SkillsMP） · AgentHub

pinecone-rag — Agent Skill 安装配置（SkillsMP）

Name: pinecone-rag
Author: github

SkillSkillsMP

io.github.github/awesome-copilot/pinecone-rag · vmain

Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say "Pinecone" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.

在 SkillsMP 查看 ↗源仓库 ↗

热度数据

仓库星标38.6k

概览

pinecone-rag 是一个Agent Skill，收录自 SkillsMP。本页提供 Cursor、Claude Code 等客户端的安装配置片段。

适用场景

代码审查与 GitHub Cursor 开发必备

Agent Skill 是带 SKILL.md 的指令包。安装后，AI 会根据 description 在匹配任务时自动加载，无需每次手动粘贴提示词。

安装

选择你的平台查看安装方式

选择安装方式

# 改 -a 切换客户端：cursor | claude-code | codex | github-copilot
npx skills add github/awesome-copilot@pinecone-rag -a cursor -y

统一 Manifest

{
  "id": "io.github.github/awesome-copilot/pinecone-rag",
  "type": "skill",
  "version": "main",
  "displayName": "pinecone-rag",
  "description": "Build production RAG pipelines and persistent agent memory using Pinecone as the vector database backend. ALWAYS USE THIS SKILL when the user mentions Pinecone, wants to index documents for semantic search, build a retrieval-augmented generation system, store agent memory across sessions, implement hybrid search, or connect an LLM to a searchable knowledge base — even if they don't say \"Pinecone\" explicitly. Also use when the user asks about vector databases for RAG, namespace isolation for multi-tenant agents, embedding pipelines, or scaling a knowledge base beyond what local storage can handle. DO NOT use for local-only vector stores (Chroma, FAISS, pgvector) or pure keyword search with no semantic component.",
  "author": {
    "name": "github",
    "url": "https://github.com/github"
  },
  "repository": {
    "url": "https://github.com/github/awesome-copilot",
    "source": "github",
    "subfolder": "skills/pinecone-rag"
  },
  "homepage": "https://skillsmp.com/creators/github/awesome-copilot/skills-pinecone-rag",
  "distribution": {
    "packages": [
      {
        "registryType": "source",
        "identifier": "github/awesome-copilot@pinecone-rag",
        "version": "main",
        "runtimeHint": "npx skills add"
      }
    ],
    "remotes": []
  },
  "dependencies": [],
  "installTargets": [
    "claude-code",
    "claude-desktop",
    "cursor",
    "codex",
    "vscode"
  ],
  "keywords": [
    "repo_stars:38560"
  ],
  "provenance": {
    "origin": "skillsmp",
    "originalId": "github-awesome-copilot-skills-pinecone-rag-skill-md",
    "originalUrl": "https://skillsmp.com/creators/github/awesome-copilot/skills-pinecone-rag",
    "isOfficial": false,
    "status": "active"
  }
}

pinecone-rag — Agent Skill 安装配置（SkillsMP）

概览

适用场景

安装

使用方式

相关资源

building-html-canvases

policy-and-managed-settings

triage-codacy

triage-codeql

packaging-static-installer

docs-learn-site-structure

统一 Manifest