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Eyrie support for vector index #1031

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8 of 15 tasks
foxspy opened this issue Jan 15, 2025 · 0 comments
Open
8 of 15 tasks

Eyrie support for vector index #1031

foxspy opened this issue Jan 15, 2025 · 0 comments

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@foxspy
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foxspy commented Jan 15, 2025 •
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Eyrie is a centralized memory management framework. Through Eyrie, some specific operations can be implemented, such as memory statistics, lazy load, etc. Vector index support Eyrie can be broken down into two steps

  1. Support memory-based zero copy

  2. Implement lazy load based on Eyrie

  3. Zero copy support

    • IVF_FLAT
    • IVF_SQ
    • IVF_PQ
    • SCANN
    • HNSW(faiss)
    • HNSW(hnswlib)
    • HNSW_SQ
    • HNSW_PQ
    • HNSW_PRQ
    • SPARSE_WAND
    • SPARSE_INVERTED_INDEX
    • GPU_INDEXES
    • Cardinal
    • Load Resource Estimation

  4. Partial Load

    • Cardinal
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