{"repo":"mihirahuja1/vectorwrap","free":true,"listed":false,"github":"https://github.com/mihirahuja1/vectorwrap","clone":"git clone https://github.com/mihirahuja1/vectorwrap.git","description":"Universal vector search wrapper for Postgres, MySQL, SQLite (pgvector, Vector Store, sqlite‑vss).","language":"Python","stars":45,"topics":["embeddings","python","vector-database"],"license":"MIT","category":"databases-storage","readme_excerpt":"vectorwrap 0.9.0 Universal vector search wrapper for Postgres, MySQL, SQLite, DuckDB, ClickHouse (pgvector, HeatWave, sqlite-vss, DuckDB VSS, ClickHouse ANN). Switch between PostgreSQL, MySQL, SQLite, DuckDB, and ClickHouse vector backends with a single line of code. Perfect for prototyping, testing, and production deployments. Stable API - Core methods follow semantic versioning with backward compatibility guarantees. Quick Start Supported Backends Database Vector Type Indexing Installation Notes ---------- ------------- ---------- -------------- ------- PostgreSQL 16+ + pgvector VECTOR(n) HNSW CREATE EXTENSION vector; Production ready MySQL 8.2+ HeatWave VECTOR(n) Automatic Built-in Native vector support MySQL ≤8.0 (legacy) JSON arrays None Built-in Slower, Python distance MariaDB 11.8+ GA LTS VECTOR(n) HNSW Built-in Native vectors, 10M+ users MariaDB <11.8 (legacy) JSON arrays None Built-in Auto-fallback, Python distance SQLite + sqlite-vss Virtual table HNSW pip install \"vectorwrap[sqlite]\" Great for prototyping DuckDB + VSS FLOAT[] arrays HNSW pip install \"vectorwrap[duckdb]\" Analytics + vectors ClickHouse Array(Float32) HNSW pip install \"vectorwrap[clickhouse]\" High-performance analytics Redis + RediSearch Binary vectors HNSW/FLAT pip install \"vectorwrap[redis]\" Ultra-fast in-memory search RethinkDB JSON arrays In-memory HNSW pip install \"vectorwrap[rethinkdb]\" WORLD'S FIRST: Real-time changefeeds Examples Complete Example with OpenAI Embeddings Database-Specific Connec","default_branch":null,"files":null,"tree":[],"storefront":"/r/mihirahuja1","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/mihirahuja1/vectorwrap/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."}