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feat: Support Lumina vector index read path#239

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littlecoder04 wants to merge 2 commits intoapache:mainfrom
littlecoder04:support_lumina
Draft

feat: Support Lumina vector index read path#239
littlecoder04 wants to merge 2 commits intoapache:mainfrom
littlecoder04:support_lumina

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Purpose

Linked issue: close #xxx

Brief change log

Tests

API and Format

Documentation

- Add globalindex framework: GlobalIndexResult, ScoredGlobalIndexResult, VectorSearch
- Add Lumina FFI bindings to liblumina_py C API via libloading (dynamic loading)
- Implement LuminaVectorGlobalIndexReader with lazy loading and k-NN search
- Add VectorSearchBuilder API for vector similarity search
- Feature-gated behind 'lumina' feature flag
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