Guides
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.
Set up RedisVL. Install the library and configure your Redis instance for vector search.
pip install • Redis Cloud • Docker
New to RedisVL? Start here to learn the basics and build your first vector search application in minutes.
Schema → Index → Load → Query
Solve specific problems. Task-oriented recipes for LLM extensions, querying, embeddings, optimization, and storage.
LLM Caching • Filtering • Vectorizers • Reranking
Command-line tools. Manage indices, inspect stats, and work with schemas using the rvl CLI.
rvl index • rvl stats • Schema YAML
Apply RedisVL to real-world problems. See which guides map to your use case.
Agent Context • Agent Optimization • Search • RecSys