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built with **CrewAI** that researches a company using real-time web search and generates a professional financial report.\n\n## 🚀 Features\n\n- Multi-agent architecture using CrewAI\n- Real-time company research using Serper Search API\n- Automated financial report generation\n- Configurable agents and tasks using YAML\n- Markdown report export\n- Powered by Groq LLMs\n\n---\n\n## 🏗️ Architecture\n\n```\n                User\n                  │\n                  ▼\n      ┌────────────────────┐\n      │   Research Agent   │\n      └────────────────────┘\n                  │\n                  ▼\n        Serper Search API\n                  │\n                  ▼\n      ┌────────────────────┐\n      │   Analyst Agent    │\n      └────────────────────┘\n                  │\n                  ▼\n     Markdown Financial Report\n```\n\n---\n\n## 🛠 Tech Stack\n\n- Python 3.11+\n- CrewAI 1.14.3\n- CrewAI Tools\n- Groq API\n- Serper Search API\n- LiteLLM\n\n---\n\n## 📂 Project Structure\n\n```\nfinancial_researcher/\n│\n├── src/\n│   └── financial_researcher/\n│       ├── crew.py\n│       ├── main.py\n│       └── config/\n│           ├── agents.yaml\n│           └── tasks.yaml\n│\n├── knowledge/\n│   └── user_preference.txt\n│\n├── output/\n│   └── report.md\n│\n├── requirements.txt\n├── README.md\n├── LICENSE\n├── .gitignore\n└── .env\n```\n\n---\n\n## ⚙️ Installation\n\nClone the repository\n\n```bash\ngit clone https://github.com/ranjanrishi4224/Financial-Researcher.git\n\ncd financial-research-crewai\n```\n\nCreate a virtual environment\n\n```bash\npython -m venv .venv\n```\n\nActivate it\n\n### Windows\n\n```bash\n.venv\\Scripts\\activate\n```\n\n### Linux/macOS\n\n```bash\nsource .venv/bin/activate\n```\n\nInstall dependencies\n\n```bash\npip install -r requirements.txt\n```\n\n---\n\n## 🔑 Environment Variables\n\nCreate a `.env` file in the project root.\n\n```env\nGROQ_API_KEY=your_groq_api_key\nSERPER_API_KEY=your_serper_api_key\n```\n\n---\n\n## ▶️ Running the Project\n\n```bash\ncrewai run\n```\n\nEnter the company name when prompted.\n\nExample\n\n```\nEnter the company name: NVIDIA\n```\n\n---\n\n## 📄 Output\n\nThe generated report is saved in\n\n```\noutput/report.md\n```\n\nThe report contains:\n\n- Executive Summary\n- Company Overview\n- Financial Performance\n- Recent News\n- Challenges\n- Opportunities\n- Future Outlook\n- Conclusion\n\n---\n\n## 🤖 Agents\n\n### Research Agent\n\nResponsibilities\n\n- Search latest company news\n- Gather financial information\n- Collect company insights\n- Identify opportunities and risks\n\nTool\n\n- Serper Search API\n\n---\n\n### Analyst Agent\n\nResponsibilities\n\n- Analyze research\n- Generate professional report\n- Summarize insights\n- Create structured markdown output\n\n---\n\n## 📦 Dependencies\n\n- CrewAI\n- CrewAI Tools\n- Groq\n- LiteLLM\n- Python Dotenv\n\n---\n\n## 📌 Future Improvements\n\n- PDF report generation\n- Charts and visualizations\n- Stock price analysis\n- SEC 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