{"library":"redisvl","type":"library","category":null,"description":"The official AI-native Python client for vector search on Redis. Wraps redis-py with a high-level interface for defining vector schemas, building HNSW/FLAT indexes, running hybrid search, semantic routing, LLM caching, and session memory. Requires Redis 7.2+ with Search & Query module, or Redis Stack (self-hosted), or Redis Cloud. The underlying redis-py client is a separate package ('redis') — redisvl depends on it. Import root is 'redisvl'. Maintained by Redis Inc.","language":"python","status":"active","version":"0.14.1","tags":["redis","redisvl","vector-search","embeddings","hnsw","rag","hybrid-search","llm-cache","semantic-router"],"install":[{"cmd":"pip install redisvl","imports":["from redisvl.index import SearchIndex","from redisvl.query import VectorQuery","from redisvl.schema import IndexSchema"]},{"cmd":"pip install redisvl[openai]","imports":[]},{"cmd":"pip install redisvl[all]","imports":[]},{"cmd":"pip install redisvl[hiredis]","imports":[]},{"cmd":"docker run -d --name redis -p 6379:6379 -p 8001:8001 redis/redis-stack:latest","imports":[]}],"homepage":"https://redis.com/redis-vector-library","github":"https://github.com/redis/redis-vl-python","docs":"https://docs.redisvl.com","changelog":null,"pypi":"https://pypi.org/project/redisvl/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":48,"avg_install_s":24.1,"avg_import_s":0.99,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/redisvl/compatibility"},"provenance":{"verified_status":"passing","verified_at":"Sat Jun 27","last_verified":"Sat Jun 27","next_check":"Mon Jul 27","install_tag":"stale"}}