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Implement Fuzzy Search and Natural Language Processing #112

@DrunkOnJava

Description

@DrunkOnJava

🔍 Natural Language Search Implementation

Current State

  • Comment in ItemsListViewModel.swift indicates search removed for natural language search
  • No actual NLS implementation found
  • NaturalLanguageSearchService exists but not integrated

Required Implementation

  1. Integrate NaturalLanguageSearchService

    • Connect to ItemsListViewModel
    • Implement search queries parsing
    • Add fuzzy matching algorithms
  2. Search Features

    • Natural language queries ("items bought last month")
    • Fuzzy matching for typos
    • Search suggestions/autocomplete
    • Search history
  3. Performance Optimization

    • Index items for fast search
    • Implement search caching
    • Background indexing for new items

Files to Update

  • Modules/Items/Sources/ViewModels/ItemsListViewModel.swift
  • Modules/Core/Sources/Services/NaturalLanguageSearchService.swift

Acceptance Criteria

  • Natural language queries work correctly
  • Sub-second search response time
  • Search suggestions appear as user types
  • Unit tests for search algorithms

Parent Epic

Related to #102 (Testing Infrastructure) and #106 (UI/UX Gaps)

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P1High priority - fix in current sprintenhancementNew feature or requestsearchSearch functionality issues

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