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AI Agent definitions\n│   ├── ceo_agent.py\n│   ├── finance_agent.py\n│   ├── marketing_agent.py\n│   └── developer_agent.py\n├── tasks/                   # Task definitions\n│   ├── market_research.py\n│   ├── business_plan.py\n│   └── pitch_deck.py\n├── features/                # Custom features beyond CrewAI\n│   ├── cost_tracker.py\n│   ├── performance_analytics.py\n│   ├── execution_history.py\n│   ├── export_report.py\n│   └── guardrails.py\n├── api/                     # FastAPI backend\n│   └── app.py\n├── ui/                      # Streamlit dashboard\n│   └── streamlit_app.py\n├── data/                    # Persisted data\n│   ├── history/             # Past run records (JSON)\n│   └── exports/             # Generated reports (MD, PDF)\n├── crew.py                  # Crew orchestration\n├── main.py                  # CLI entry point\n├── requirements.txt\n├── .env                     # API keys (not committed)\n└── README.md\n```\n\n## 🚀 Quick Start\n\n### 1. Install Dependencies\n\n```bash\npip install -r requirements.txt\n```\n\n### 2. Configure API Keys\n\nEdit `.env` and add your OpenAI API key:\n```\nOPENAI_API_KEY=sk-your-key-here\n```\n\n### 3. Run from CLI\n\n```bash\npython main.py \"AI-powered healthcare diagnostics for rural clinics\"\n```\n\n### 4. Run the Streamlit Dashboard\n\n```bash\ncd startupforge-ai\nstreamlit run ui/streamlit_app.py\n```\n\n### 5. Run the FastAPI Backend\n\n```bash\ncd startupforge-ai\nuvicorn api.app:app --reload --port 8000\n```\n\nThen visit `http://localhost:8000/docs` for the interactive API docs.\n\n## 📡 API Endpoints\n\n| Method | Endpoint | Description |\n|--------|----------|-------------|\n| `POST` | `/api/run` | Start a new crew execution |\n| `GET` | `/api/status/{run_id}` | Check execution status |\n| `GET` | `/api/history` | List past runs |\n| `GET` | `/api/history/{run_id}` | Get full run details |\n| `GET` | `/api/export/markdown/{run_id}` | Download Markdown report |\n| `GET` | `/api/export/pdf/{run_id}` | Download PDF report |\n| `GET` | `/api/analytics/{run_id}` | Get cost & performance data |\n\n## 🛠 Tech Stack\n\n| Component | Technology |\n|-----------|------------|\n| AI Framework | CrewAI v1.14.7 |\n| LLM Provider | OpenAI (configurable) |\n| Backend | FastAPI + Uvicorn |\n| Dashboard | Streamlit |\n| PDF Export | fpdf2 |\n| Validation | Pydantic v2 |\n| Data Storage | JSON (file-based) |\n\n---\n*Built with ❤️ using CrewAI*\n","readmeExcerpt":"🚀 StartupForge AI **Multi-Agent Startup Strategy Generator — Powered by CrewAI** StartupForge AI uses 4 specialized AI agents working together to generate comprehensive startup strategies: market research, business plans, and investor pitch decks — all from a single startup idea. 🤖 AI Agent Team | Agent | Role | Expertise | |-------|------|-----------| | 👔 **CEO** | Chief Executive Officer & Strategist | Strategy ","codeSnippets":[],"executableExamples":[{"language":"text","snippet":"startupforge-ai/\n├── agents/                  # 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