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Researcher Agent                     │\n│     └─ Analyzes live search results      │\n│        and extracts key insights         │\n│                                          │\n│  2. Source Finder Agent                  │\n│     └─ Validates and structures URLs     │\n│        from search results only          │\n│                                          │\n│  3. Writer Agent                         │\n│     └─ Produces a professional report    │\n└──────────────────────────────────────────┘\n       │\n       ▼\n   Final Report (Markdown)"},{"kind":"example","language":"text","snippet":"ai-research-platform/\n├── src/\n│   ├── agents.py          # Agent definitions\n│   ├── tasks.py           # Task definitions\n│   ├── crew_manager.py    # Crew orchestration\n│   ├── search_tool.py     # DuckDuckGo web search\n│   ├── config_loader.py   # YAML prompt loader\n│   └── logger.py          # Application logger\n├── config/\n│   └── prompts.yaml       # Agent roles, goals, and backstories\n├── api.py                 # FastAPI REST endpoint\n├── app.py                 # Streamlit web UI\n├── main.py                # CLI entry point\n├── requirements.txt\n├── .env.example           # Environment variable template\n└── README.md"}]}}