README.md

metadata

title: Startup Idea Validator
emoji: 🚀
colorFrom: blue
colorTo: blue
sdk: docker
app_port: 8501
tags:
  - streamlit
pinned: false
short_description: Discover the perfect startup ideas with AI Validation
license: mit

An advanced AI-powered agentic application that validates and analyzes startup ideas through multi-stage research, competitor analysis, and comprehensive reporting. Built with Google ADK, Nebius AI, Tavily, and Streamlit.

🚀 Features

• Multi-Agent Validation: Clarifies, researches, and analyzes startup ideas using specialized AI agents
• Market Research: Estimates market size, segments, and opportunities
• Competitor Analysis: Identifies competitors, strengths, weaknesses, and positioning
• Comprehensive Reports: Generates markdown-friendly validation reports for easy reading
• Interactive Dashboard: Streamlit UI for seamless user experience
• API Key Management: Securely manage Nebius and Tavily API keys via sidebar

🛠️ Tech Stack

• Python: Core programming language
• Streamlit: Interactive web dashboard
• Google ADK: Agentic workflow and LLM orchestration
• Nebius AI: Large language model for research and analysis
• Tavily: Web search and data extraction
• uv: Fast Python package manager
• dotenv: Environment variable management

📦 Getting Started

Prerequisites

• Python 3.9+
• uv package manager (used instead of pip)
• Nebius API key
• Tavily API key

Environment Variables

Create a .env file in the project root with the following variables:

NEBIUS_API_KEY="your_nebius_api_key"
TAVILY_API_KEY="your_tavily_api_key"

📖 How It Works

1. Idea Input: Enter your startup idea in the chat input
2. Clarification: The Idea Clarifier agent refines and clarifies your idea
3. Market Research: The Market Researcher agent analyzes market size and segments
4. Competitor Analysis: The Competitor Analyst agent evaluates competitors and positioning
5. Report Generation: The Report Generator agent synthesizes all findings into a markdown-friendly report

🤝 Contributing

Contributions are welcome! Please submit a pull request or open an issue to discuss changes.

📄 License

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