redis/redis-vl-python
redis
Python432updated 8d ago
Python432updated 8d agoRedis Vector Library. The AI-native Python client for Redis.
Claude
anthropicembeddinghuggingfacelarge-language-modelsllmllmcachemcpopenaipythonredisredis-searchretrieval-augmented-generation
README
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<img width="300" src="https://raw.githubusercontent.com/redis/redis-vl-python/main/docs/_static/Redis_Logo_Red_RGB.svg" alt="Redis">
<h1>Redis Vector Library</h1>
<p><strong>The AI-native Redis Python client</strong></p>
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Documentation • Recipes • GitHub
</div>Introduction
Redis Vector Library (RedisVL) is the production-ready Python client for AI applications built on Redis. Lightning-fast vector search meets enterprise-grade reliability.
Perfect for building RAG pipelines with real-time retrieval, AI agents with memory and semantic routing, and recommendation systems with fast search and reranking.
<div align="center">| 🎯 Core Capabilities | 🚀 AI Extensions | 🛠️ Dev Utilities | |:---:|:---:|:---:| | Index Management<br/>Schema design, data loading, CRUD ops | Semantic Caching<br/>Reduce LLM costs & boost throughput | CLI<br/>Index management from terminal | | Vector Search<br/>Similarity search with metadata filters | LLM Memory<br/>*Agentic AI c