https://github.com/PranavGrandhi/GPU_Accelerated_Vector_Indexing
https://github.com/PranavGrandhi/GPU_Accelerated_Vector_Indexing
Last synced: 6 days ago
JSON representation
- Host: GitHub
- URL: https://github.com/PranavGrandhi/GPU_Accelerated_Vector_Indexing
- Owner: PranavGrandhi
- Created: 2024-11-16T20:00:29.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2024-11-17T05:41:11.000Z (over 1 year ago)
- Last Synced: 2024-11-17T06:26:36.047Z (over 1 year ago)
- Language: Python
- Size: 0 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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- awesome-vector-databases - GPU-Accelerated Vector Indexing - Open-source project demonstrating GPU-accelerated approximate nearest neighbor search using Inverted File (IVF) indexing on embeddings from a large Wikipedia dataset. It employs K-means clustering into 128 clusters and supports configurable CUDA kernels for coarse and fine search stages. Applicable for efficient vector querying in AI applications. ([Read more](/details/gpu-accelerated-vector-indexing.md)) `Open Source` `GPU Accelerated` `GPU Support` (GPU-Accelerated Vector DBs)