startup_idea_validator_agent

🏢 Startup Idea Validator Agent

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"

Installation

1. Clone the repository:

   git clone https://github.com/Arindam200/awesome-llm-apps.git
   cd awesome-llm-apps/advance_ai_agents/startup_idea_validator_agent

2. Install dependencies using uv:

   uv sync

3. Activate the virtual environment:

   • On macOS/Linux:

     source .venv/bin/activate

   • On Windows:

     .venv\Scripts\activate

⚙️ Usage

1. Run the Streamlit Dashboard:

   streamlit run app.py

📖 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

📂 Project Structure

startup_idea_validator_agent/
├── app.py
├── main.py
├── prompts.py
├── .env
├── assets/
│   ├── adk.png
│   ├── tavily.png
│   └── Nebius.png
├── README.md
└── ...

🤝 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.