redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Built on Redis's native vector search, it supports hybrid search combining vector similarity with full-text and complex metadata filtering, while integrating with 8+ embedding providers and reranking frameworks for production RAG pipelines and agentic AI systems. The architecture emphasizes schema-driven index management with YAML/Python configuration, async-first operations for scalability, and semantic caching/routing to optimize LLM interactions. Designed for deployment flexibility across Redis Cloud, Enterprise, Sentinel, and Azure with CLI utilities and vectorizer abstractions that abstract embedding model providers.
378 stars.
Stars
378
Forks
75
Language
Python
License
MIT
Category
Last pushed
Mar 12, 2026
Commits (30d)
0
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