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research notebacklog referencescore 18

Apps Directory

**Features:** - Liquid ring topology visualization - AI-powered chat with IRCP context - Real-time conversation updates - Prisma-based message storage

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### 🎨 liquid-chat-ui Next.js-based chat interface with liquid visual effects and intelligent conversation flow. **Tech Stack:** - Next.js (App Router) - TypeScript - Tailwind CSS - Prisma + SQLite - OpenAI GPT-4o **Features:** - Liquid ring topology visualization - AI-powered chat with IRCP context - Real-time conversation updates - Prisma-based message storage ### 🔍 ircp-search-app IRCP-powered semantic search application with ring topology context management. **Tech Stack:** - Next.js (App Router) - TypeScript - OpenAI GPT-4o-mini - Python backend integration

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