Implement efficient local search with Trie data structure for auto-complete

[RUKAYAT-CODER]

Background

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Description

Use Trie data structure for efficient prefix search and auto-complete without API calls.

Current Behavior

Linear search or API-based autocomplete

Expected Behavior

Trie-based instant auto-complete

Impact

⚡ Instant autocomplete (<10ms)
🔍 Better search UX
📱 Offline-capable search

Acceptance Criteria

• Build Trie from data
• Implement autocomplete search
• Results in <10ms
• Test with 10000+ items
• Offline functionality
• Document Trie implementation

Implementation Hints

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Related Issues

• Implement Offline Mode and Data Sync #21
• No Release Workflow #124
• No Rate Limit Handling #141

[A5cend-dev]

@A5cend-dev has applied to work on this issue as part of the Stellar Wave Program's 5th wave.

Hello maintainer
Can i be assigned to this issue to tackle.

ℹ️ Repo Maintainers: To accept this application, review their application or assign @A5cend-dev to this issue.