{
  "schema_version": 2,
  "id": "develop/ai/redisvl/user_guide",
  "title": "Guides",
  "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/",
  "summary": "",
  "aliases": [
    "/integrate/redisvl/user_guide"
  ],
  "tags": [],
  "last_updated": "2026-06-08T15:46:44+02:00",
  "children": [
    {
      "id": "develop/ai/redisvl/user_guide/getting_started",
      "summary": "",
      "title": "Getting Started",
      "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/getting_started/"
    },
    {
      "id": "develop/ai/redisvl/user_guide/how_to_guides",
      "summary": "",
      "title": "How-To Guides",
      "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/how_to_guides/"
    },
    {
      "id": "develop/ai/redisvl/user_guide/use_cases",
      "summary": "",
      "title": "Use Cases",
      "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/use_cases/"
    },
    {
      "id": "develop/ai/redisvl/user_guide/installation",
      "summary": "",
      "title": "Install RedisVL",
      "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/installation/"
    },
    {
      "id": "develop/ai/redisvl/user_guide/cli",
      "summary": "",
      "title": "The RedisVL CLI",
      "url": "https://redis.io/docs/latest/develop/ai/redisvl/user_guide/cli/"
    }
  ],
  "page_type": "content",
  "content_hash": "4b40d119411f0017bbe6c41d6351f20d8f90dcbcbe2293d850511db692ab130f",
  "sections": [
    {
      "id": "content",
      "title": "Content",
      "role": "content",
      "text": "Welcome to the RedisVL guides! Whether you're just getting started or building advanced AI applications, these guides will help you make the most of Redis as your vector database.\n\n<div class=\"grid grid-cols-1 md:grid-cols-2 gap-4 my-6\">\n<a href=\"installation/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">📦 Installation</h3><p><strong>Set up RedisVL.</strong> Install the library and configure your Redis instance for vector search.</p><p class=\"text-sm opacity-75 mt-3\">pip install • Redis Cloud • Docker</p></a>\n<a href=\"getting_started/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">🚀 Getting Started</h3><p><strong>New to RedisVL?</strong> Start here to learn the basics and build your first vector search application in minutes.</p><p class=\"text-sm opacity-75 mt-3\">Schema → Index → Load → Query</p></a>\n<a href=\"how_to_guides/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">🛠️ How-To Guides</h3><p><strong>Solve specific problems.</strong> Task-oriented recipes for LLM extensions, querying, embeddings, optimization, and storage.</p><p class=\"text-sm opacity-75 mt-3\">LLM Caching • Filtering • MCP • Reranking • Migrations</p></a>\n<a href=\"how_to_guides/mcp/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">🧠 MCP Setup</h3><p><strong>Expose Redis through MCP.</strong> Run the RedisVL MCP server, configure one existing index, and use search or optional upsert tools.</p><p class=\"text-sm opacity-75 mt-3\">stdio, HTTP, SSE • One index • Search and upsert</p></a>\n<a href=\"cli/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">💻 CLI Reference</h3><p><strong>Command-line tools.</strong> Manage indices, inspect stats, and work with schemas using the <code>rvl</code> CLI.</p><p class=\"text-sm opacity-75 mt-3\">rvl index • rvl stats • rvl migrate • Schema YAML</p></a>\n<a href=\"use_cases/\" class=\"block p-5 border border-redis-pen-300 rounded-lg hover:border-redis-red-500 hover:shadow-md transition-all duration-200 no-underline hover:no-underline\"><h3 class=\"mt-0 mb-2\">💡 Use Cases</h3><p><strong>Apply RedisVL to real-world problems.</strong> See which guides map to your use case.</p><p class=\"text-sm opacity-75 mt-3\">Agent Context • Agent Optimization • Search • RecSys</p></a>\n</div>"
    }
  ],
  "examples": []
}