Polysynth AI

AI-Powered Product Design Evaluation System

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Overview

Polysynth AI is an intelligent chatbot system that helps SMEs (Subject Matter Experts) and researchers evaluate product ideas through multi-agent analysis. It acts as a specialized Product Design expert, coordinating multiple AI agents to provide comprehensive feasibility assessments across UX Design, QA, Engineering, Cybersecurity, and Product Management domains.

Key Features

• 7 Specialized SME Agents - Domain experts in different fields
• Glassmorphism UI - Modern, premium dark mode interface
• Real-time Analysis - Parallel agent execution for fast results
• Comprehensive Reports - Feasibility scores, recommendations, and alternatives
• Cloud-Native - Scalable deployment on Google Cloud Run
• AI-Powered - Built with Anthropic Claude (ADK)

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🚀 Quick Start

Get started in 5 minutes:

# Clone repository
git clone https://github.com/adi0900/Polysynth-AI.git
cd Polysynth-AI

# Frontend setup
cd frontend
npm install
npm run dev

# Backend setup (separate terminal)
cd backend/agents/product-designer
pip install -r requirements.txt
python main.py

📖 Full Guide: See Quick Start Documentation

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📚 Documentation

Getting Started

• Quick Start - 5-minute local setup
• Project Status - Current progress and roadmap
• System Overview - Visual architecture guide

Architecture

• Frontend Architecture - Next.js, TailwindCSS, GSAP
• Backend Architecture - Python agents, Flask, ADK
• Components Reference - UI component docs

Guides

• API Reference - Complete API documentation
• Deployment Guide - Deploy to production
• Development Workflow - Git, PRs, testing
• GCP Setup - Google Cloud configuration

📋 All Documentation: See Documentation Index

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🏗️ Architecture

User Interface (Next.js)
         ↓
Product Designer Agent (Orchestrator)
         ↓
    ┌────┴────┬────┬────┬────┬────┐
    ↓         ↓    ↓    ↓    ↓    ↓
  QA Agent  UX  Security Eng DevRel PM
         ↓
  Comprehensive Analysis Report

Technology Stack

Frontend:

• Next.js 15 + TypeScript
• TailwindCSS + Glassmorphism
• GSAP Animations
• Recharts

Backend:

• Python 3.11 + Flask
• Anthropic Claude (ADK)
• Google Cloud Run
• Docker

Infrastructure:

• Google Cloud Platform
• Container Registry
• Secret Manager
• Cloud Monitoring

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🎯 How It Works

1. User Input - Describe your product idea with features and specifications
2. Agent Orchestration - Product Designer agent coordinates specialized SME agents
3. Parallel Analysis - Each agent evaluates from their domain perspective
4. Synthesis - Results aggregated into comprehensive report with feasibility score
5. Recommendations - Get actionable feedback and suggested improvements
6. Iteration - Tune product based on feedback or explore alternatives

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🖥️ Project Structure

Polysynth-AI/
├── frontend/                   # Next.js dashboard
│   ├── app/                   # Pages and layouts
│   ├── components/            # React components
│   └── lib/                   # API integration
│
├── backend/                    # Python agents
│   ├── agents/
│   │   ├── product-designer/  # Primary orchestrator
│   │   ├── qa-agent/
│   │   ├── ux-agent/
│   │   └── .../               # Other SME agents
│   └── scripts/               # Deployment scripts
│
└── docs/                       # Complete documentation
    ├── frontend/              # Frontend docs
    ├── backend/               # Backend docs
    ├── api/                   # API reference
    ├── guides/                # User guides
    └── infrastructure/        # GCP setup

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👥 Team

Member	Role	Responsibilities
Aditya	Frontend Lead	UI/UX, Dashboard, Components
Shakthi Shivani	Infrastructure	GCP Setup, Cloud Run Deployment
Nilam	Backend Lead	ADK Integration, Agent Development
Balram	TBD	To be assigned
Sakshi	TBD	To be assigned

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🚀 Deployment

Frontend (Vercel)

cd frontend
vercel --prod

Backend (Cloud Run)

cd backend/scripts
./deploy-all-agents.sh

📖 Full Guide: See Deployment Documentation

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🧪 SME Agents

Product Designer (Primary)

Orchestrates all agents and synthesizes comprehensive analysis

Specialized Agents

• QA Agent - Quality assurance and testing evaluation
• UX Design Agent - User experience and interface feasibility
• Cybersecurity Agent - Security assessment and recommendations
• Engineering Manager - Technical feasibility and architecture
• Developer Relations - Developer experience evaluation
• Product Management - Market strategy and positioning

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📊 Features

Current (v1.0)

• ✅ Glassmorphism UI with dark mode
• ✅ Product Designer agent (orchestrator)
• ✅ Complete frontend component library
• ✅ API integration structure
• ✅ Backend agent framework
• ✅ Docker containerization
• ✅ GCP deployment scripts

Planned (v2.0)

• ⏳ All 7 SME agents operational
• ⏳ User authentication
• ⏳ Project history database
• ⏳ Real-time updates
• ⏳ Advanced analytics
• ⏳ Export to PDF

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🔧 Development

Prerequisites

• Node.js 18+
• Python 3.11+
• Docker
• gcloud CLI
• Anthropic API key

Setup

# Install frontend dependencies
cd frontend
npm install

# Install backend dependencies
cd backend/agents/product-designer
pip install -r requirements.txt

# Configure environment variables
cp .env.example .env
# Edit .env with your API keys

Run Locally

# Frontend (port 3000)
cd frontend
npm run dev

# Backend (port 8080)
cd backend/agents/product-designer
python main.py

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🤝 Contributing

We welcome contributions! Please follow our workflow:

1. Fork the repository
2. Create feature branch (git checkout -b feature/amazing-feature)
3. Commit changes (git commit -m 'feat: add amazing feature')
4. Push to branch (git push origin feature/amazing-feature)
5. Open Pull Request

📖 Guidelines: See Development Workflow

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📝 License

This project is licensed under the MIT License - see the LICENSE file for details.

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🔗 Links

• Repository: https://github.com/adi0900/Polysynth-AI
• Documentation: /docs
• Issues: https://github.com/adi0900/Polysynth-AI/issues

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📞 Support

For questions or issues:

1. Check Documentation
2. Search GitHub Issues
3. Create new issue with appropriate label

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🎯 Roadmap

Phase 1: MVP ✅ (Current)

• Frontend UI with glassmorphism
• Backend agent structure
• Product Designer agent
• Basic analysis workflow

Phase 2: Core Features 🔄 (In Progress)

• Deploy all 7 SME agents
• Full analysis workflow
• User authentication
• Project history

Phase 3: Enhancements 📅 (Planned)

• Real-time collaboration
• Advanced analytics
• Export capabilities
• API marketplace

Phase 4: Scale 🚀 (Future)

• Multi-tenancy
• Enterprise features
• White-label solution
• Mobile apps

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📈 Status

Component	Status	Deployment
Frontend UI	✅ Complete	Ready
Product Designer Agent	✅ Complete	Ready
QA Agent	🔄 In Progress	Pending
UX Agent	🔄 In Progress	Pending
Security Agent	🔄 In Progress	Pending
Engineering Agent	🔄 In Progress	Pending
DevRel Agent	🔄 In Progress	Pending
PM Agent	🔄 In Progress	Pending
Documentation	✅ Complete	✅

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📖 Abbreviations

Term	Full Form
SME	Subject Matter Expert
AI	Artificial Intelligence
ADK	Agent Development Kit
UX	User Experience
QA	Quality Assurance
PM	Product Management
GCP	Google Cloud Platform
API	Application Programming Interface

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Version: 1.0 Last Updated: 2025-01-06 Maintained by: Polysynth AI Team

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Made with ❤️ by Aditya, Shakthi Shivani, Nilam, Balram, and Sakshi