{"repo":"redis/redis-vl-python","free":true,"listed":false,"github":"https://github.com/redis/redis-vl-python","clone":"git clone https://github.com/redis/redis-vl-python.git","description":"Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.","language":"Python","stars":423,"topics":["python","redis","vector-database","embedding","large-language-models","llm","llmcache","openai","retrieval-augmented-generation","semantic-cache"],"license":"MIT","category":"databases-storage","readme_excerpt":"Redis Vector Library The AI-native Redis Python client Documentation • Recipes • GitHub --- 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. 🎯 Core Capabilities 🚀 AI Extensions 🛠️ Dev Utilities :---: :---: :---: Index Management Schema design, data loading, CRUD ops Semantic Caching Reduce LLM costs & boost throughput CLI Index management from terminal Vector Search Similarity search with metadata filters LLM Memory Agentic AI context management Async Support Async indexing and search for improved performance Complex Filtering Combine multiple filter types Semantic Routing Intelligent query classification Vectorizers 8+ embedding provider integrations Hybrid Search Combine semantic & full-text signals Embedding Caching Cache embeddings for efficiency Rerankers Improve search result relevancy MCP Server Expose one or more existing Redis indexes to MCP clients 💪 Getting Started Installation Install redisvl into your Python ( =3.10) environment using pip : Install the MCP server extra when you want to expose one or more existing Redis indexes through MCP: For more detailed instructions, visit the installation guide. For MCP concepts and setup, see the RedisVL MCP docs and the MCP ho","default_branch":null,"files":null,"tree":[],"storefront":"/r/redis","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/redis/redis-vl-python/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}