GFG Sarthi Autor: Nikhil Sah, Saurabh Chowrasia

Overview

GFG Sarthi is a Chrome extension that provides intelligent code completion for competitive programming on GeeksforGeeks. It helps you code faster with context-aware suggestions, local variable tracking, and curated DSA snippets.

Features

🚀 Smart Suggestions

Get intelligent code completions from our backend pattern database containing 1000+ competitive programming snippets, perfectly matched to your coding context.

📝 Local Variable Tracking

Never forget variable names! The extension automatically scans your code and tracks all variables you've declared, making them instantly available as suggestions.

💡 DSA Snippets

Quick access to handpicked data structures and algorithms:
- STL containers (vector, map, set, queue, stack, priority_queue)
- Common algorithms (sort, binary search, DFS, BFS patterns)
- Loop templates and control structures
- Language-specific syntax helpers

🎨 Theme Support

Seamlessly works with both light and dark themes, automatically adapting to match your GFG editor appearance.

⚡ Real-time Updates

Instant suggestions as you type with <50ms latency. WebSocket connection ensures lightning-fast response times.

🔌 Offline Capability

Even when backend is unavailable, local variable suggestions and static snippets continue working.

How It Works

GFG Sarthi combines three intelligent suggestion sources:

1. Backend Pattern Database - Server maintains 1000+ curated competitive programming patterns, searchable by prefix with WebSocket for real-time delivery
2. Local Variable Tracking - Uses Trie data structure to scan your code every 2 seconds, extracting identifiers for O(m) prefix matching
3. Static Templates - Handpicked DSA snippets for common algorithms and data structures, optimized for competitive programming

All suggestions are merged and ranked using a priority system:
- Backend patterns (Priority: 20) - Most relevant to your query
- Local variables (Priority: 15) - From your current code
- Static templates (Priority: 7-10) - Common snippets