ArXiv 2023 survey paper categorizing ANN algorithms (hash/tree/graph/quantization) for vector databases, covering architecture, storage, retrieval, and LLM integration. Details benchmarks reviewed and accuracy-scalability trade-offs. Suited for academic/research use in ANN method selection; contrasts 2023 algorithmic depth with prior system surveys and 2026 benchmarks.
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ArXiv 2023 comprehensive review of vector DB technologies and ANN algorithms.
| Aspect | This Survey (2023) | Prior VLDB | 2026 Benchmarks |
|---|---|---|---|
| Scope | Algorithms + systems | Full systems | Recent trends |
| ANN | Broad categories | Indexing | Updated perf |
ArXiv:2310.11703 (2023)