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Module quantum_search

Module quantum_search 

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Quantum-inspired algorithms for vector search optimization.

This module implements quantum computing principles to enhance vector search performance through quantum superposition, entanglement, and interference patterns. These algorithms provide novel optimization approaches that can outperform classical algorithms in specific scenarios, particularly for high-dimensional similarity search and complex optimization landscapes.

Structsยง

QuantumSearchConfig
Quantum-inspired search configuration
QuantumSearchResult
Result of quantum-inspired search with quantum metrics
QuantumSearchStatistics
Statistics for quantum search operations
QuantumState
Quantum state representation for vector search
QuantumVectorSearch
Quantum-inspired vector search algorithm