{"library":"faiss-gpu","type":"library","category":null,"description":"Faiss GPU (Facebook AI Similarity Search) is a library for efficient similarity search and clustering of dense vectors, with a strong focus on high performance through GPU acceleration. The `faiss-gpu` package on PyPI provides Python bindings designed for NVIDIA GPUs. While the upstream Faiss library and its associated wheel-building projects have progressed to significantly newer versions (e.g., v1.9.x or v1.13.x), the current version of `faiss-gpu` directly available on PyPI is `1.7.2` (as of early 2022). This implies that many recent features, bug fixes, and performance improvements from more current Faiss releases are not present in the PyPI `faiss-gpu` package.","language":"en","status":"active","version":"1.7.2","tags":["vector-database","similarity-search","machine-learning","gpu","cuda","embedding"],"last_verified":"Wed May 27","install":[{"cmd":"pip install faiss-gpu","imports":["import faiss"]}],"homepage":"https://faiss.ai","github":null,"docs":null,"changelog":null,"pypi":null,"npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":20,"avg_install_s":5.1,"avg_import_s":null,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/faiss-gpu/compatibility"}}