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Feature/free ai integration#1

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Suhita2005 wants to merge 3 commits intosc-ece-aot:mainfrom
sounak-Jana:feature/free-ai-integration
Open

Feature/free ai integration#1
Suhita2005 wants to merge 3 commits intosc-ece-aot:mainfrom
sounak-Jana:feature/free-ai-integration

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Suhita2005 and others added 3 commits April 23, 2026 22:56
🧠 Dynamic Entity Extraction Engine
- Multi-step agentic AI identifies concepts, definitions, relationships
- OpenAI integration with Compromise.js NLP
- Automatic node and edge creation from text input

🔄 Real-Time Graph Synchronization
- WebSocket-based sync using Socket.io
- Instant node/edge updates across multiple users
- Real-time cursor tracking and user presence

📊 Interactive Graph Canvas
- Built with ReactFlow for 50+ nodes performance
- Supports zoom, drag, expand with smooth animations
- Custom node and edge components with collaboration indicators

💾 Graph Storage Layer
- Neo4j database with efficient relationship traversal
- Schema constraints and indexes for performance
- RESTful API for CRUD operations

⚖️ Conflict Resolution Engine
- AI detects duplicate nodes and contradictory relationships
- Automatic resolution for high-confidence conflicts
- Manual review options for complex cases

🔍 Deep-Link Path Search
- Multi-hop queries between distant concepts
- Multiple algorithms (shortest, all paths, weighted)
- Visual path representation with metrics

🌿 Smart Node Expansion
- AI suggests related concepts on interaction
- Contextual expansion based on node type
- Automatic relationship generation

🎨 Professional UI/UX
- Modern design with Framer Motion animations
- Responsive layout with floating action buttons
- Status indicators and real-time feedback

🚀 Synapse - Knowledge Graph Engine
- Complete EdTech collaborative learning platform
- Real-time knowledge building and sharing
- AI-powered content processing and analysis
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