README.md

---
title: NAVADA - Startup Viability Agent
emoji: 🚀
colorFrom: blue
colorTo: purple
sdk: docker
app_file: app.py
pinned: false
license: mit
---

# NAVADA - Startup Viability Agent

An AI-powered startup analysis platform that evaluates business viability, market risks, and failure patterns across multiple analytical frameworks.

## Features

- **Investor Mode**: Risk assessment and due diligence analysis
- **Founder Mode**: Business strategy and execution guidance
- **UK Economist Mode**: Macroeconomic impact analysis
- **Interactive Visualizations**: Charts, graphs, and data insights
- **Real-time Market Data**: Integration with financial and market APIs

## Usage

1. Select your analysis mode (Investor, Founder, or UK Economist)
2. Describe your startup or business idea
3. Receive comprehensive analysis with visualizations
4. Export reports and insights

## Environment Variables

Set these in your Space settings:

- `OPENAI_API_KEY`: Your OpenAI API key
- `TAVILY_API_KEY`: For web search capabilities
- `LANGSMITH_API_KEY`: For LangSmith tracing (optional)

## Technology Stack

- **Frontend**: Chainlit for conversational UI
- **AI/ML**: OpenAI GPT models, LangChain
- **Data**: Pandas, NumPy for analysis
- **Visualization**: Matplotlib, Seaborn, Plotly
- **Search**: Tavily API for real-time data

Built with ❤️ for entrepreneurs and investors worldwide.

## Latest Updates

✅ **Environment Variables Configured** - API keys are now set and ready for deployment!